{"id":"W2569582856","doi":"10.1016/j.addbeh.2017.01.012","title":"Examining the link between cocaine binging and individual, social and behavioral factors among street-based cocaine users","year":2017,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Hôpital Charles-Le Moyne; Centre Hospitalier de l’Université de Montréal; Institut National de Santé Publique du Québec; Université de Montréal; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé","keywords":"Gee; Generalized estimating equation; Psychology; Harm reduction; Distress; Psychological intervention; Psychiatry; Cocaine dependence; Environmental health; Medicine; Clinical psychology; Demography; Public health; Addiction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005788418,0.0004643256,0.0006542106,0.0002382548,0.001726446,0.0002523391,0.0003590634,0.0003086452,0.00003464676],"category_scores_gemma":[0.0002950109,0.0003621295,0.00009118195,0.0001544718,0.001859232,0.000386082,0.0003183574,0.0008323213,0.000003439267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111847,"about_ca_system_score_gemma":0.0001203388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337986,"about_ca_topic_score_gemma":0.0004041094,"domain_scores_codex":[0.9975545,0.0001374771,0.0004347338,0.0006461376,0.0006210366,0.0006060821],"domain_scores_gemma":[0.9980392,0.000393815,0.0004381895,0.0006289111,0.0001441648,0.0003557363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003852197,0.0000578557,0.9562961,0.0000153432,0.00009413222,0.00005826553,0.0108782,8.75136e-7,0.0006735222,0.00001090591,0.00008137107,0.03179492],"study_design_scores_gemma":[0.002344993,0.0006604842,0.9692135,0.0001510842,0.001519877,0.00000378987,0.0240164,0.00004500209,0.001517718,0.000006157626,0.0001637605,0.0003571995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976644,0.0000594663,0.00005264359,0.0006014674,0.0001323929,0.0007530526,0.0004522601,0.0001386931,0.0001456514],"genre_scores_gemma":[0.9987034,0.00001109918,0.0001671964,0.00007051462,0.0004894241,0.00005481357,0.000304371,0.00009512925,0.0001040396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03143772,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585783343580999,"score_gpt":0.3839475963323064,"score_spread":0.2253692619742065,"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."}}