{"id":"W2922314837","doi":"10.5206/uwomj.v85i2.4128","title":"Radical to routine","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Standardization; Cancer; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007601289,0.001123826,0.0007320846,0.001242124,0.004809588,0.008456015,0.002193871,0.004791616,0.07735606],"category_scores_gemma":[0.01864544,0.0004071126,0.0008979551,0.0006859593,0.01291771,0.00910102,0.008972924,0.01218403,0.03480142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004749582,"about_ca_system_score_gemma":0.01047605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632208,"about_ca_topic_score_gemma":0.005358308,"domain_scores_codex":[0.9923443,0.002033228,0.0002702796,0.001840126,0.0024802,0.001031862],"domain_scores_gemma":[0.9910101,0.00141257,0.0005032636,0.00243709,0.002438972,0.002198066],"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":[0.000094036,0.0001997282,0.001768226,0.0003860601,0.00004228433,0.0003067858,0.004165479,0.0001735268,0.0007213948,0.4018067,0.4278857,0.1624501],"study_design_scores_gemma":[0.00001624085,0.00004524612,0.0004989787,0.0002544203,0.000008678916,0.0002246378,0.0009854216,0.00006236811,0.0001648626,0.0548123,0.9429114,0.00001543615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.007236347,0.01248233,0.02112118,0.3796858,0.03129674,0.0003432819,0.0004589512,0.001128495,0.5462469],"genre_scores_gemma":[0.1402885,0.01441949,0.01864977,0.2474116,0.0155071,0.0006004948,0.0008588714,0.001186894,0.5610773],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07735606,"threshold_uncertainty_score":0.2587818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199101689887194,"score_gpt":0.2756645437560562,"score_spread":0.2536735268571843,"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."}}