{"id":"W7111281202","doi":"10.1371/journal.pone.0322423.s003","title":"JBI extraction form.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Perception; Psychological intervention; Grey literature; Focus group; Body of knowledge; Data extraction; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01917507,0.003671745,0.01088187,0.03058397,0.002823099,0.009185835,0.004554533,0.00388425,0.6597918],"category_scores_gemma":[0.09482643,0.004101832,0.007230829,0.03368064,0.001647296,0.006186082,0.00687033,0.004359514,0.1847381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005860591,"about_ca_system_score_gemma":0.0255504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009029998,"about_ca_topic_score_gemma":0.007708333,"domain_scores_codex":[0.982563,0.003280238,0.01034716,0.00118949,0.002005512,0.0006146086],"domain_scores_gemma":[0.920494,0.04045012,0.007143882,0.005903466,0.02444373,0.001564792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001129427,0.0001095922,0.0003820536,0.2629958,0.0003505253,0.0002589323,0.001081459,0.00023233,0.0004854256,0.004764343,0.6647872,0.0634229],"study_design_scores_gemma":[0.002385553,0.0001795429,0.002979862,0.08143507,0.0004937102,0.000209744,0.001491238,0.0003431024,0.0006018388,0.006159268,0.9035451,0.0001758883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005468052,0.002082539,0.003461706,0.001893584,0.0009770091,0.07055202,0.8897429,0.001816683,0.0289268],"genre_scores_gemma":[0.004482565,0.009264855,0.03303684,0.002236022,0.0006796379,0.6297206,0.2704714,0.002456308,0.04765172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3402082,"threshold_uncertainty_score":0.4852657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183072413469492,"score_gpt":0.3780705017791134,"score_spread":0.3462397776444185,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}