{"meta":{"query_hash":"e5535ddaca16","filters":{"venue":"Quality of life in Asia"},"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/e5535ddaca16","api":"https://metacan.xera.ac/api/v1/cohort?venue=Quality+of+life+in+Asia"},"results":[{"id":"W4409254178","doi":"10.1007/978-981-96-0817-1_4","title":"Financial Considerations in Primary Healthcare After COVID-19","year":2025,"lang":"en","type":"book-chapter","venue":"Quality of life in Asia","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Finance; Business; Health care; Primary care; Medicine; Economics; Family medicine; Economic growth; Internal medicine; Infectious disease (medical specialty); Disease","score_opus":0.16805677248979006,"score_gpt":0.3581959829454869,"score_spread":0.19013921045569682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409254178","genre_codex":"commentary","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":[0.028464638,0.06132071,0.0011635273,0.5745496,0.008502782,0.0000489937,0.0007304679,0.000040937564,0.32517833],"genre_scores_gemma":[0.55059594,0.03968926,0.0012602176,0.1462848,0.016844496,0.00015206324,0.0007854379,0.000096032665,0.24429171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979765,0.000675944,0.00010521307,0.00012245888,0.00045396943,0.0006659158],"domain_scores_gemma":[0.9963068,0.0015451228,0.00030244363,0.00010821956,0.00082343974,0.0009140823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036589894,0.00029534404,0.00045394126,0.00073624466,0.0015733391,0.0060566375,0.00067674136,0.004841505,0.010834028],"category_scores_gemma":[0.0115011595,0.00024403866,0.00055141596,0.0014039637,0.0014957066,0.0029524066,0.0016615118,0.0061197267,0.00090423995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012174405,0.00010990711,0.007134989,0.00015276577,0.000029098997,0.00084041053,0.0017292778,0.0008520164,0.0001612982,0.57897437,0.3120343,0.09785987],"study_design_scores_gemma":[0.000057474517,0.00025448258,0.05044199,0.0014778601,0.00003937532,0.00094604923,0.0031628418,0.0016588424,0.0003143037,0.20992973,0.7316442,0.00007281782],"about_ca_topic_score_codex":0.021621669,"about_ca_topic_score_gemma":0.040061183,"teacher_disagreement_score":0.021621669,"about_ca_system_score_codex":0.0059413062,"about_ca_system_score_gemma":0.008871091,"threshold_uncertainty_score":0.04310739},"labels":[],"label_agreement":null},{"id":"W4409254540","doi":"10.1007/978-981-96-0817-1_38","title":"Application of Assisted Technology to Facilitate Dementia Care—A Collaborative Model from the “eMemory Kits”","year":2025,"lang":"en","type":"book-chapter","venue":"Quality of life in Asia","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dementia; Medicine; Psychology; Computer science; Internal medicine","score_opus":0.0635281555516477,"score_gpt":0.35396989516673344,"score_spread":0.29044173961508574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409254540","genre_codex":"other","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":[0.015615945,0.024406001,0.07155486,0.01397354,0.0021901485,0.0002974754,0.00011114306,0.00044576928,0.87140507],"genre_scores_gemma":[0.21526691,0.04000266,0.18042934,0.009356198,0.0010159923,0.0008228164,0.0003798856,0.00036934263,0.5523568],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991341,0.00040356515,0.00004074313,0.000066305154,0.00029629568,0.0000589385],"domain_scores_gemma":[0.99944836,0.00029248698,0.000027664038,0.000066871326,0.00007234626,0.00009225753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013883733,0.000482209,0.00021462707,0.0009327551,0.00091181934,0.0038515658,0.0012626456,0.0016352929,0.0051842458],"category_scores_gemma":[0.0011605909,0.00023110176,0.0005700687,0.0009052171,0.0022913793,0.0035992006,0.0037248076,0.0020032693,0.0016560174],"study_design_candidate":"qualitative","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":[0.000027985147,0.00021691437,0.0009407587,0.000403407,0.000018147766,0.0003909306,0.014010755,0.00067989,0.0010699343,0.3268208,0.09011668,0.5653038],"study_design_scores_gemma":[0.000015487192,0.0001996975,0.0023403415,0.00074001093,0.000016164835,0.0016750041,0.0035136475,0.0018109904,0.0009929244,0.05949515,0.9291733,0.000027304119],"about_ca_topic_score_codex":0.0018524792,"about_ca_topic_score_gemma":0.0038311658,"teacher_disagreement_score":0.0051842458,"about_ca_system_score_codex":0.0010991269,"about_ca_system_score_gemma":0.0025027976,"threshold_uncertainty_score":0.017342985},"labels":[],"label_agreement":null}]}