{"id":"W3193378747","doi":"10.1016/j.drugalcdep.2021.108960","title":"Recruitment methods may influence prevalence estimates of people identifying as being in recovery from hazardous alcohol use","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Hazardous waste; Environmental health; Alcohol; Psychology; Medicine; Psychiatry; Demography; Waste management; Sociology; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1833727,0.001313751,0.001894831,0.003290803,0.004011345,0.004476956,0.004408799,0.00371771,0.008236296],"category_scores_gemma":[0.365317,0.001396499,0.001894533,0.003820821,0.002274204,0.00359693,0.002824907,0.002469224,0.0026874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172992,"about_ca_system_score_gemma":0.003700371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008784094,"about_ca_topic_score_gemma":0.01641415,"domain_scores_codex":[0.8269019,0.1233595,0.01792594,0.008289542,0.01903645,0.00448664],"domain_scores_gemma":[0.8074064,0.1295413,0.02145798,0.01807025,0.02135243,0.002171749],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001363186,0.002140898,0.8368899,0.002716481,0.001090713,0.0004839236,0.01871896,0.0009386517,0.00206364,0.01336608,0.03224596,0.08798166],"study_design_scores_gemma":[0.001298886,0.003224559,0.8313243,0.005572428,0.001903755,0.001725827,0.01535365,0.01692012,0.008463748,0.03145244,0.08232612,0.0004341817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518293,0.005545741,0.2044685,0.0207214,0.007738877,0.03429284,0.008293107,0.0005561103,0.06655412],"genre_scores_gemma":[0.7696407,0.001634034,0.1228206,0.02431022,0.001168705,0.06526729,0.002955609,0.0003368748,0.01186586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8166273,"threshold_uncertainty_score":0.9697793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422962864842073,"score_gpt":0.3895436171803719,"score_spread":0.3053139885319511,"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."}}