{"id":"W2793773206","doi":"10.1177/0091450917748163","title":"“Getting Better”","year":2018,"lang":"en","type":"article","venue":"Contemporary Drug Problems","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Curtin University of Technology; National Drug Research Institute; Australian Government; World Health Organization","keywords":"Holism; Diversity (politics); Addiction; Psychology; Sociology; Quality (philosophy); Field (mathematics); Epistemology; Public relations; Social psychology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001796504,0.0001745928,0.0002874763,0.00009054042,0.0001139909,0.00002203072,0.00009212127,0.00005160565,0.0002377178],"category_scores_gemma":[0.00002740981,0.0001342028,0.0001047153,0.0001833666,0.0001284843,0.0002025545,0.00003162611,0.000115692,0.0005995244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024722,"about_ca_system_score_gemma":0.0000930322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001966805,"about_ca_topic_score_gemma":0.00002080007,"domain_scores_codex":[0.9989718,0.00002659101,0.0002760178,0.0002815627,0.0001897482,0.0002542937],"domain_scores_gemma":[0.9992977,0.00005106712,0.00008786474,0.0003466061,0.00009413325,0.0001226188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001233459,0.0001510534,0.9076445,0.00006489677,0.0001809783,0.0001320319,0.005337762,1.630437e-7,0.004022009,0.0002527211,0.06978596,0.01230462],"study_design_scores_gemma":[0.02667688,0.001585551,0.196591,0.00251138,0.0003925084,0.000244452,0.004028218,0.0004910812,0.1143903,0.005023332,0.646213,0.001852316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901025,0.002095927,0.00005668345,0.004025591,0.0003534401,0.0005260495,0.000001033933,0.000307118,0.09160914],"genre_scores_gemma":[0.9825099,0.00001605172,0.0008182352,0.002549208,0.0005492055,0.00003253935,0.00003159429,0.00003367336,0.01345966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7110535,"threshold_uncertainty_score":0.7705873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04012872276250038,"score_gpt":0.2771456527567261,"score_spread":0.2370169299942258,"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."}}