{"id":"W6885069115","doi":"10.13140/rg.2.2.22087.60326","title":"Life in Recovery from Addiction in Canada","year":2017,"lang":"en","type":"article","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.000522815,0.0001928955,0.0005424015,0.001113736,0.008452246,0.002831828,0.001657652,0.001260466,0.006290116],"category_scores_gemma":[0.00318027,0.0002978301,0.000737345,0.003570387,0.001422318,0.001021677,0.002627266,0.003470013,0.0002821021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08028013,"about_ca_system_score_gemma":0.137551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953097,"about_ca_topic_score_gemma":0.9984413,"domain_scores_codex":[0.997809,0.0001600967,0.00007809792,0.00009961658,0.0002922412,0.001560882],"domain_scores_gemma":[0.9940979,0.0001510549,0.0005404143,0.0000496225,0.001252742,0.003908247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003258267,0.0006838201,0.9287772,0.0001631667,0.0001112269,0.0007311869,0.00543166,0.0003706945,0.000123637,0.003450319,0.02358644,0.0362449],"study_design_scores_gemma":[0.00006101051,0.000105513,0.9661366,0.0003559646,0.00005702576,0.0002401044,0.02015575,0.000457225,0.00005738976,0.0005821208,0.01173915,0.00005210215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955776,0.003932272,0.0001074569,0.02138985,0.0002933529,0.0001266113,0.004430667,0.00001554668,0.01392814],"genre_scores_gemma":[0.9895293,0.00217099,0.000140809,0.002247079,0.0000524056,0.0000292689,0.00143254,0.00001292635,0.004384774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08028013,"threshold_uncertainty_score":0.5824758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347176350780807,"score_gpt":0.2513613188801319,"score_spread":0.2278895553723238,"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."}}