{"id":"W4415311130","doi":"10.1080/19419899.2025.2574694","title":"Implications of substance use among sexually diverse men in Mexico: insights from mobile app use","year":2025,"lang":"en","type":"article","venue":"Psychology and Sexuality","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Williams Institute; Social Sciences and Humanities Research Council of Canada","keywords":"Substance use; Mobile apps; Sample (material); Human Females; Smartphone app","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005210504,0.0001462189,0.0001692024,0.0007521176,0.001891092,0.001728501,0.0002423033,0.0003657258,0.001628983],"category_scores_gemma":[0.001653112,0.0001554606,0.000229748,0.0007574474,0.0006444814,0.001081439,0.001506576,0.0005312713,0.00007733879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007582537,"about_ca_system_score_gemma":0.001209318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02248272,"about_ca_topic_score_gemma":0.04504487,"domain_scores_codex":[0.9997049,0.0001205802,0.00001350999,0.00003142676,0.00006003925,0.00006955489],"domain_scores_gemma":[0.9995247,0.0002370171,0.0001429624,0.00001571824,0.0000387358,0.00004084809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124518,0.0002424268,0.6442956,0.0003612317,0.00006827959,0.001706918,0.2630995,0.00006564995,0.001369212,0.001884167,0.001527729,0.08526677],"study_design_scores_gemma":[0.000008708358,0.0001828023,0.5320809,0.0004804131,0.00009125564,0.001209038,0.4496383,0.0001972464,0.0003827608,0.0005339558,0.0151735,0.00002115931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948382,0.0007787872,0.0001379875,0.0009812239,0.00001023612,0.00001985129,0.0001174236,0.000002700721,0.003113618],"genre_scores_gemma":[0.9970214,0.001658414,0.0002418575,0.0002993876,0.00001341615,0.00002750144,0.00007061266,0.000003049936,0.000664381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248272,"threshold_uncertainty_score":0.04470372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06146374405984757,"score_gpt":0.380226347764958,"score_spread":0.3187626037051104,"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."}}