{"id":"W1969373761","doi":"10.1016/j.ijlp.2003.12.007","title":"Social disadvantage, mental illness and predictors of legal involvement","year":2005,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University; University of Ottawa; Centre for Addiction and Mental Health","funders":"Canadian Mental Health Association; Ontario Ministry of Health and Long-Term Care","keywords":"Receipt; Mental health; Mental illness; Psychiatry; Context (archaeology); Medicine; Disadvantage; Population; Psychology; Environmental health; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003331388,0.00008668082,0.0001590099,0.0000972318,0.00009320508,0.00002708493,0.0001590774,0.00007278245,0.0001390793],"category_scores_gemma":[0.000009705131,0.000068642,0.00007312837,0.00002725657,0.0001313237,0.0001266803,0.00003186862,0.0002134396,0.000002519613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002576735,"about_ca_system_score_gemma":0.00005323053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007404614,"about_ca_topic_score_gemma":0.0001098928,"domain_scores_codex":[0.9988805,0.00007198186,0.0004705169,0.0001079603,0.0003578088,0.0001112429],"domain_scores_gemma":[0.999397,0.000059217,0.00028359,0.00005115011,0.0001193196,0.0000897557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002640167,0.002190223,0.1367599,0.00008889308,0.002319577,0.0004406819,0.03259979,0.00001359305,0.0004497083,0.5445758,0.02225827,0.2556634],"study_design_scores_gemma":[0.006448083,0.0008807015,0.2121741,0.0004509069,0.00009976263,0.004333818,0.0106131,0.00002281202,0.0001144659,0.01218765,0.7522731,0.0004013979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799487,0.0009189061,0.00007151905,0.007518685,0.005289649,0.00005004585,0.00004357082,0.00000466338,0.006154244],"genre_scores_gemma":[0.9966439,0.00009606691,0.0003993755,0.0008947355,0.001800203,9.483759e-7,0.000003779298,0.000008142215,0.0001528542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7300149,"threshold_uncertainty_score":0.2799139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845713135535841,"score_gpt":0.3804939514994199,"score_spread":0.3620368201440615,"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."}}