{"id":"W6923515224","doi":"10.14288/1.0314597","title":"Individual, social, and environmental factors associated with initiating methamphetamine injection : implications for drug use and HIV prevention strategies","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methamphetamine; Polysubstance dependence; Stimulant; Drug; Incidence (geometry); Psychological intervention; Proportional hazards model; Hazard ratio; Cohort","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":[0.001040726,0.0003095637,0.0004497208,0.0009487437,0.0009741868,0.001461348,0.0005361609,0.0006273623,0.001473999],"category_scores_gemma":[0.003638108,0.0002530483,0.000464551,0.001044459,0.0007004914,0.000642657,0.0006482002,0.0008437206,0.00008922903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411256,"about_ca_system_score_gemma":0.004176697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2058031,"about_ca_topic_score_gemma":0.3485232,"domain_scores_codex":[0.9995035,0.0001976502,0.00001764992,0.00005445047,0.00006158255,0.0001651055],"domain_scores_gemma":[0.9979522,0.0006960625,0.0004376356,0.00005709046,0.0002384711,0.0006185257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002861937,0.00005254058,0.9949005,0.00001377685,0.00003644825,0.00006362475,0.0001834945,0.00006191573,0.00003268909,0.0000532706,0.0001233855,0.004449858],"study_design_scores_gemma":[0.000002164016,0.00002929226,0.99831,0.00003371058,0.00002285963,0.00006398451,0.0009700559,0.0002620082,0.00001286587,0.00009814752,0.0001907796,0.000004249021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902063,0.004916363,0.0002308974,0.00295192,0.00002652069,0.00002200119,0.0003136561,0.000005333247,0.001327014],"genre_scores_gemma":[0.9965076,0.002534912,0.0002884141,0.0001820769,0.00004420667,0.00001196876,0.0001654376,0.000001965355,0.0002633427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058031,"threshold_uncertainty_score":0.4092103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548742167799248,"score_gpt":0.3840069172736621,"score_spread":0.2291327004937373,"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."}}