{"id":"W2151712269","doi":"10.1136/sti.2006.021154","title":"Men with broken condoms: who and why?","year":2006,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Gynecology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003545824,0.0002593439,0.0003521901,0.0001761539,0.001555632,0.00001538196,0.00008358785,0.0002059729,0.0003194455],"category_scores_gemma":[0.00002846508,0.0001920556,0.0000337613,0.0004607626,0.0002826076,0.0002335772,0.00002634398,0.0008210067,0.00009939574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008650373,"about_ca_system_score_gemma":0.0002780565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614422,"about_ca_topic_score_gemma":0.001902543,"domain_scores_codex":[0.9977436,0.0003825663,0.0004819031,0.0005454196,0.000224912,0.0006216087],"domain_scores_gemma":[0.9988526,0.000261903,0.0001413832,0.0003288616,0.0002342144,0.0001810234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003858696,0.001734823,0.8676819,0.001133056,0.0002409435,0.00002239564,0.007299953,0.0001486707,0.004234823,0.03680893,0.07725134,0.003057316],"study_design_scores_gemma":[0.005625745,0.001095151,0.6214499,0.0003198154,0.0001403156,0.00006106701,0.00508393,0.0001818803,0.0001506326,0.003792511,0.3613684,0.0007306116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164411,0.0005015228,0.0246205,0.007036808,0.0005163913,0.00244523,0.00007308074,0.0007452836,0.1476201],"genre_scores_gemma":[0.971282,0.0001161356,0.0003432579,0.002178654,0.0008870012,0.0002398798,0.00007297329,0.00007235508,0.02480775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2841171,"threshold_uncertainty_score":0.9997442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878366911927319,"score_gpt":0.345133049280467,"score_spread":0.3163493801611938,"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."}}