{"id":"W2073111913","doi":"10.3747/co.21.2253","title":"Screening Mammography: The Turning of the Tide?","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Mammography; Medical physics; Oncology; Internal medicine; Physiology; Breast cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005540126,0.001259775,0.002209453,0.002962189,0.002329834,0.008425322,0.002736965,0.01260049,0.0109647],"category_scores_gemma":[0.02360651,0.0008881709,0.001096755,0.002164549,0.00262045,0.00718479,0.001472612,0.01517624,0.004800153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665186,"about_ca_system_score_gemma":0.003702121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358592,"about_ca_topic_score_gemma":0.01146909,"domain_scores_codex":[0.9970434,0.0006857589,0.0004958152,0.0003195014,0.001164431,0.0002910065],"domain_scores_gemma":[0.9791878,0.00954713,0.001587113,0.0006058825,0.006366411,0.002705601],"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":[0.00003397637,0.00001800131,0.000362717,0.0002702832,0.00001607338,0.00008285542,0.00003616931,0.00002958846,0.00007172461,0.0009574552,0.9574694,0.04065173],"study_design_scores_gemma":[0.00001749933,0.00004391049,0.0009608809,0.0008316238,0.00003967387,0.0003755011,0.0001792815,0.0001058704,0.00009103031,0.001440068,0.9958881,0.00002666012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002065541,0.056341,0.0002189607,0.5049731,0.4347862,0.00001086726,0.00007356891,0.00007728949,0.003312499],"genre_scores_gemma":[0.001473718,0.05504673,0.000218646,0.1084658,0.8307398,0.000007806871,0.00006396126,0.00004496843,0.003938517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01260049,"threshold_uncertainty_score":0.03668052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907704824785419,"score_gpt":0.430317378870692,"score_spread":0.2395468963921501,"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."}}