{"id":"W2793366030","doi":"10.1503/cmaj.109-5573","title":"Canada isn’t making the most of DIY tests for HPV","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human papilloma virus; Cervical cancer; Medicine; Cervical cancer screening; Waist; Gynecology; Virology; Cancer; Family medicine; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004437086,0.0006250624,0.0008636913,0.001818603,0.007127007,0.005378914,0.002373911,0.005672506,0.04982223],"category_scores_gemma":[0.01972784,0.0007117257,0.001390038,0.002507325,0.003087726,0.00318593,0.001844799,0.005412827,0.007872031],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02958952,"about_ca_system_score_gemma":0.1893546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9659335,"about_ca_topic_score_gemma":0.97638,"domain_scores_codex":[0.9902278,0.0005192736,0.0002593438,0.0006357623,0.00657632,0.001781405],"domain_scores_gemma":[0.9592669,0.00190807,0.0008094813,0.001030158,0.02389433,0.01309103],"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":[0.0001075208,0.00006117648,0.008620108,0.000295656,0.00006647474,0.000166388,0.0001986527,0.000109144,0.0006791007,0.005135666,0.907608,0.07695202],"study_design_scores_gemma":[0.00005192603,0.00004981472,0.01074394,0.0003763942,0.00005326042,0.0001089741,0.0005227702,0.0000928262,0.0003657692,0.0007407006,0.9868295,0.00006418052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008127858,0.01302864,0.00132355,0.7974636,0.02225686,0.0001473488,0.008115941,0.001173738,0.1483624],"genre_scores_gemma":[0.1227244,0.02832694,0.01025348,0.5422772,0.004294407,0.0001530198,0.01000284,0.001235721,0.280732],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9704105,"threshold_uncertainty_score":0.214688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310603673973309,"score_gpt":0.330511183911247,"score_spread":0.3074051471715138,"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."}}