{"id":"W1510645158","doi":"10.1080/07347324.2010.511078","title":"In Search of Recovery","year":2010,"lang":"en","type":"article","venue":"Alcoholism Treatment Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004073312,0.0001577451,0.0002914002,0.0001882593,0.0001708429,0.00000298264,0.0001186317,0.0001616177,0.0009217618],"category_scores_gemma":[0.000004351507,0.0001256087,0.00007176051,0.0001708586,0.0000435423,0.0001400508,0.00001309935,0.0003472817,0.0006610869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684225,"about_ca_system_score_gemma":0.0002379229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006825707,"about_ca_topic_score_gemma":0.004900631,"domain_scores_codex":[0.9980862,0.0002490009,0.0006383852,0.0002474574,0.0002191391,0.0005598754],"domain_scores_gemma":[0.9989317,0.0002984879,0.0001395429,0.0003911153,0.00005445125,0.0001846825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008770089,0.003029627,0.7352985,0.001023456,0.0001094433,0.00006254934,0.07378104,0.000004404343,0.01256679,0.01565081,0.001980349,0.155616],"study_design_scores_gemma":[0.04986361,0.04512876,0.6616034,0.00221928,0.0002193425,0.00001698051,0.04411189,0.0004726087,0.01965073,0.02132452,0.153333,0.002055916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816582,0.00005525193,0.000004461221,0.0003238664,0.001669087,0.001166821,0.00005819649,0.0000238754,0.01504022],"genre_scores_gemma":[0.9956517,0.00004761786,0.000363644,0.000603981,0.0001905803,0.0002769548,0.0001026644,0.00001743592,0.002745423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535601,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159835942735262,"score_gpt":0.4386372406970651,"score_spread":0.278801297961803,"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."}}