{"id":"W4391420187","doi":"10.33137/jrmh.v7i1.42445","title":"Everyone has a story","year":2024,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004144212,0.0001661886,0.0004526548,0.0005010852,0.0005135603,0.00001787805,0.0001701007,0.0001174592,0.0006368028],"category_scores_gemma":[0.00002591559,0.0001359309,0.0001397758,0.0003385349,0.00004030193,0.0003802264,0.0000564172,0.001490988,0.0003122223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030705,"about_ca_system_score_gemma":0.00277374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004008954,"about_ca_topic_score_gemma":0.000558555,"domain_scores_codex":[0.9960625,0.001011674,0.001506379,0.0001905357,0.0005531629,0.0006757053],"domain_scores_gemma":[0.9983659,0.0004410485,0.0005568576,0.0001468631,0.00005912337,0.0004301775],"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":[0.001825307,0.0008494255,0.05937947,0.01380555,0.0001234516,0.0002244616,0.03686791,0.00004894295,0.0001659745,0.0006843982,0.7312728,0.1547523],"study_design_scores_gemma":[0.002081996,0.00333234,0.006311845,0.01358258,0.00001020008,0.00006976895,0.009006361,0.0002131143,0.00003102409,0.000990806,0.9641623,0.0002075928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215115,0.03755533,0.0002669719,0.01360894,0.02251351,0.001594143,0.0001803886,0.00004799026,0.002721223],"genre_scores_gemma":[0.9488587,0.01523217,0.002626539,0.02225584,0.001966911,0.000063646,0.0001737796,0.00008699865,0.008735376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2328896,"threshold_uncertainty_score":0.8029251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2182237166492174,"score_gpt":0.4599343314280451,"score_spread":0.2417106147788277,"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."}}