{"id":"W1973348985","doi":"10.1023/b:comh.0000003048.85715.bc","title":"Book Review: FIRST AID TO MENTAL ILLNESS: A PRACTICAL GUIDE FOR PATIENTS AND CAREGIVERS, by Michael G. Rayel, M.D. Clarenville, NF, Canada: Soar Dime Ltd., 2002. 186 pp. $19.95 (softbound)","year":2003,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Soar; Mental illness; Gerontology; Medicine; Psychology; Psychiatry; Mental health; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0006471392,0.001725791,0.001509442,0.001926265,0.0007569427,0.002010907,0.00123251,0.001997297,0.1777988],"category_scores_gemma":[0.003496835,0.0006113062,0.0005545209,0.001434293,0.0004748855,0.002474498,0.0009750814,0.002763259,0.1718315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992249,"about_ca_system_score_gemma":0.001634953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005740781,"about_ca_topic_score_gemma":0.01710378,"domain_scores_codex":[0.9996943,0.00007370621,0.00003009784,0.00002859106,0.000150648,0.00002254903],"domain_scores_gemma":[0.9982187,0.0006764143,0.0001098369,0.00003992358,0.0006306237,0.0003245828],"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":[0.000008683171,0.00002014943,0.00003139046,0.0001219025,0.000001793479,0.0000491009,0.00002029014,0.00004505975,0.00005083307,0.0001414222,0.9520629,0.04744646],"study_design_scores_gemma":[0.00001366133,0.00003325401,0.0004441702,0.0005513538,0.00000513178,0.0007784346,0.0000832059,0.0001014243,0.00003811214,0.0007118013,0.9972282,0.00001119895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001775523,0.4210772,0.0113715,0.07735695,0.04680603,0.001254051,0.003952305,0.004085707,0.4323207],"genre_scores_gemma":[0.00346558,0.2097509,0.007667732,0.01664892,0.01127329,0.0006642711,0.002216352,0.0005480035,0.7477649],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1777988,"threshold_uncertainty_score":0.5947963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074416507206996,"score_gpt":0.376171467719716,"score_spread":0.3454273026476461,"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."}}