{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150201,0.0006271767,0.0004962764,0.0004958107,0.002911262,0.002829703,0.0009419108,0.004649261,0.1271289],"category_scores_gemma":[0.006051648,0.0002492542,0.0003839552,0.0003454036,0.001424965,0.003830662,0.004937737,0.007385952,0.04945999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186281,"about_ca_system_score_gemma":0.004686106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686666,"about_ca_topic_score_gemma":0.0229682,"domain_scores_codex":[0.9994178,0.0001203206,0.00002510063,0.00008248707,0.0001587331,0.0001955545],"domain_scores_gemma":[0.997712,0.0001835482,0.00009991229,0.00009803748,0.0004114759,0.001494947],"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":[0.00002003107,0.00002134852,0.0002297313,0.00005791226,0.000002755085,0.0001535272,0.0002531405,0.00001038896,0.00007734005,0.003008738,0.9453654,0.05079988],"study_design_scores_gemma":[0.00001081049,0.00002161298,0.0009854538,0.000339754,0.000004180714,0.0005374401,0.001448825,0.00002079667,0.00004749953,0.002957612,0.9936179,0.000008008967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001846488,0.07636952,0.001110284,0.7130898,0.04537799,0.00005819124,0.0002294644,0.0003799825,0.1615385],"genre_scores_gemma":[0.03123244,0.06973337,0.002064868,0.2726078,0.01220911,0.000151664,0.0003125506,0.0002842158,0.6114041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1271289,"threshold_uncertainty_score":0.4252887,"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."}}