{"id":"W2148196069","doi":"10.1177/1066480702250149","title":"An Examination of Family-Involved Approaches to Alcoholism Treatment","year":2003,"lang":"en","type":"article","venue":"The Family Journal","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Family therapy; Psychological intervention; Psychology; Addiction; Psychotherapist; Scope (computer science); Salient; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004894777,0.0001657319,0.0002911815,0.0001395681,0.0001337159,0.00003391067,0.0001118979,0.00005255868,0.00002757598],"category_scores_gemma":[0.00003172423,0.00009028669,0.0001331858,0.0002032137,0.00004849936,0.0001646452,0.000005212693,0.0001128353,0.00002595329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839286,"about_ca_system_score_gemma":0.00009610042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008684709,"about_ca_topic_score_gemma":0.000009490956,"domain_scores_codex":[0.9988762,0.0001669501,0.0002697969,0.0001397592,0.0003217621,0.000225529],"domain_scores_gemma":[0.9992363,0.00007079222,0.0001126617,0.0003267718,0.00007942291,0.0001739781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001957789,0.005370492,0.3195522,0.0000492708,0.002692099,0.0004384939,0.09858636,0.0008523696,0.1766035,0.01810623,0.002967736,0.3728234],"study_design_scores_gemma":[0.007645003,0.002180056,0.9185138,0.0001047702,0.0006476057,0.0001803255,0.03344153,0.0001326289,0.03379551,0.0006140475,0.002499077,0.0002456237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892953,0.001261171,0.0002312318,0.0002362697,0.0001835458,0.0003351198,0.000001067675,0.00002327451,0.008433009],"genre_scores_gemma":[0.9967269,0.0003302256,0.001680894,0.0004221564,0.000140949,0.00001483864,0.000005817133,0.00002057627,0.0006577016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5989617,"threshold_uncertainty_score":0.3681784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141083707024213,"score_gpt":0.3120652683681761,"score_spread":0.09795689766575486,"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."}}