{"id":"W4377084462","doi":"10.7202/1096902ar","title":"Colom, F., &amp; Vieta, E. (2006). Manuel de psychoéducation pour les troubles bipolaires. Marseille : Solal","year":2023,"lang":"fr","type":"article","venue":"Revue de psychoéducation","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00149425,0.0005026574,0.0005238085,0.0007063304,0.0004414161,0.0001628673,0.0003693844,0.0004977931,0.002054085],"category_scores_gemma":[0.00060328,0.0005542969,0.0003412471,0.001448983,0.0001835325,0.0002744997,0.00005391,0.0006622114,0.009205916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002207815,"about_ca_system_score_gemma":0.002330053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595885,"about_ca_topic_score_gemma":0.002324103,"domain_scores_codex":[0.9957291,0.0005238354,0.0007151124,0.0009055871,0.0005298617,0.001596485],"domain_scores_gemma":[0.9969834,0.000421423,0.0002887379,0.001093342,0.0003444178,0.0008686447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002308629,0.002596957,0.06375976,0.001238671,0.0005623792,0.00006777302,0.003168406,0.00009944234,0.003585987,0.009657321,0.6098529,0.3031017],"study_design_scores_gemma":[0.004944939,0.0004364759,0.5607831,0.001322533,0.0005039478,0.0004817159,0.001832623,0.002135683,0.0004723519,0.01139179,0.4151183,0.0005764985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6324365,0.0463828,0.003411231,0.2980951,0.007248438,0.002319603,0.0002879098,0.0004908154,0.009327679],"genre_scores_gemma":[0.753907,0.02785221,0.01803615,0.0007261624,0.007054147,0.001238598,0.002105177,0.0002488877,0.1888316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4970233,"threshold_uncertainty_score":0.9996908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573352593191321,"score_gpt":0.3718434516660114,"score_spread":0.3061099257340982,"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."}}