{"id":"W4413561399","doi":"10.64628/aam.ua93j45vf","title":"Condoms are the best defence against rising sexually transmitted infections","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003183821,0.0004034371,0.0006105377,0.001453618,0.001019586,0.003805062,0.0005050585,0.002408283,0.0839717],"category_scores_gemma":[0.02302317,0.0002986777,0.0003951178,0.00148044,0.001032762,0.003038508,0.0008139399,0.00142697,0.0139211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112194,"about_ca_system_score_gemma":0.002540364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006910271,"about_ca_topic_score_gemma":0.006974395,"domain_scores_codex":[0.9983206,0.0006773553,0.00006782492,0.0001301525,0.000614476,0.0001895444],"domain_scores_gemma":[0.9919398,0.004156096,0.0008134327,0.0008176388,0.001711232,0.0005618311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003666598,0.0002034871,0.01455564,0.001338751,0.0001508011,0.0002428675,0.001319169,0.001312246,0.001037239,0.2280276,0.3941338,0.3573117],"study_design_scores_gemma":[0.0001255785,0.0001323583,0.05050634,0.002229267,0.0001625747,0.0007222909,0.003731883,0.005060303,0.002154949,0.325126,0.6099937,0.00005478522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0496772,0.03657038,0.01457731,0.1581255,0.01275587,0.00009136592,0.006984619,0.001079874,0.7201378],"genre_scores_gemma":[0.6379811,0.03133854,0.01811781,0.009024412,0.0115662,0.0001109604,0.003361859,0.001111784,0.2873874],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0839717,"threshold_uncertainty_score":0.2809134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1563205524001761,"score_gpt":0.4325650953982489,"score_spread":0.2762445429980728,"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."}}