{"meta":{"query_hash":"98b1ceddf903","filters":{"venue":"Pertanika Proceedings"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/98b1ceddf903","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pertanika+Proceedings"},"results":[{"id":"W7117548817","doi":"10.47836/pp.1.6.016","title":"Optimizing Cognitive Assessment: Key Variable Identification for Efficiency Using Ensemble Learning","year":2025,"lang":"","type":"article","venue":"Pertanika Proceedings","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Random forest; Ensemble learning; Key (lock); Boosting (machine learning); Gradient boosting; Cognition; Identification (biology)","score_opus":0.025470397414312108,"score_gpt":0.36293715946175314,"score_spread":0.337466762047441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117548817","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11003879,0.001110859,0.8863335,0.00024957053,0.00008783169,0.00012609693,0.00014368237,0.0007879157,0.0011216897],"genre_scores_gemma":[0.79983544,0.00047806164,0.19769625,0.000121226985,0.00009598142,0.0001864606,0.0004265729,0.00007654715,0.0010833698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926835,0.00027800023,0.000054961187,0.00018123646,0.00011282876,0.0001046566],"domain_scores_gemma":[0.9982951,0.0010309165,0.00010445033,0.000118667864,0.00039477382,0.000056014866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030862056,0.0016035081,0.001676536,0.0010605146,0.0004249239,0.0010160877,0.0008348166,0.0008496916,0.0009455676],"category_scores_gemma":[0.0064386823,0.0003107829,0.0011385032,0.00069774315,0.00023902164,0.00096412224,0.0008768503,0.0013545428,0.00042483862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044463447,0.0004200735,0.016897077,0.00014623374,0.0004090549,0.00010660242,0.000108957065,0.40365696,0.009677275,0.0013089488,0.0021216855,0.56470263],"study_design_scores_gemma":[0.000011693465,0.00013555042,0.0021776878,0.000016235203,0.00008697263,0.000040686504,0.000016852086,0.9938386,0.0022197042,0.0010666485,0.00037550807,0.000013902898],"about_ca_topic_score_codex":0.0034644029,"about_ca_topic_score_gemma":0.0028371979,"teacher_disagreement_score":0.0034644029,"about_ca_system_score_codex":0.00030569787,"about_ca_system_score_gemma":0.0011970737,"threshold_uncertainty_score":0.01632166},"labels":[],"label_agreement":null},{"id":"W7117578589","doi":"10.47836/pp.1.6.028","title":"Examining Cognitive and Psychological Health in Malaysia: A Socio-demographic Analysis using MoCA and DASS","year":2025,"lang":"","type":"article","venue":"Pertanika Proceedings","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychological distress; Affect (linguistics); Psychological intervention; Ethnic group; Montreal Cognitive Assessment; Distress","score_opus":0.06114860745823069,"score_gpt":0.3882494498269942,"score_spread":0.3271008423687635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117578589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985328,0.0001500342,0.00011649372,0.000035968635,0.0000039133442,0.00004849188,0.0006775434,0.0000016424611,0.00043305312],"genre_scores_gemma":[0.9984382,0.00016447384,0.00050586247,0.000014811781,0.000004422915,0.00007612256,0.0005990834,8.7081395e-7,0.00019627466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940443,0.00015810164,0.00016874864,0.000052098865,0.00013161173,0.00008507611],"domain_scores_gemma":[0.9988305,0.0002051383,0.00054906047,0.000050676845,0.00022285334,0.00014176758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014628335,0.00022935029,0.00027018198,0.0025693194,0.0003648886,0.00052942475,0.00020581245,0.00016341031,0.0007842428],"category_scores_gemma":[0.0025853368,0.00015304318,0.00063661,0.0017283767,0.00022939294,0.0004189496,0.0006402719,0.0004328976,0.000108970766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027259748,0.000029557938,0.99606824,0.000029190101,0.000041311727,0.000030193969,0.00040907663,0.000042625175,0.00009745246,0.000028388693,0.000051636805,0.0031451127],"study_design_scores_gemma":[0.0000011645267,0.000074435025,0.99843615,0.000021753995,0.00001309658,0.000077433484,0.00094201765,0.00013587589,0.000058155278,0.000017502813,0.00021795122,0.0000045301767],"about_ca_topic_score_codex":0.009863459,"about_ca_topic_score_gemma":0.017838852,"teacher_disagreement_score":0.009863459,"about_ca_system_score_codex":0.00057066913,"about_ca_system_score_gemma":0.0008207064,"threshold_uncertainty_score":0.019612134},"labels":[],"label_agreement":null}]}