{"id":"W1762726479","doi":"10.3747/co.22.2578","title":"Response to: “Beyond the Mammography Debate: A Moderate Perspective”","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Perspective (graphical); Medicine; Mammography; Breast cancer; Medical physics; Data science; Cancer; Artificial intelligence; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01080218,0.001942138,0.002442659,0.001226983,0.005061648,0.006319321,0.004607809,0.04744452,0.01281159],"category_scores_gemma":[0.07372349,0.001141187,0.002174689,0.001191449,0.005546344,0.008114398,0.003670955,0.06655547,0.009644371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005050182,"about_ca_system_score_gemma":0.007406231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006797307,"about_ca_topic_score_gemma":0.01111581,"domain_scores_codex":[0.994201,0.001654852,0.0008014401,0.0009121555,0.001746684,0.0006837921],"domain_scores_gemma":[0.9648135,0.01887513,0.002193527,0.0007564703,0.009514764,0.003846538],"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":[0.00002631854,0.000005158518,0.00005367472,0.00005481976,0.000005186615,0.00007093256,0.00005261523,0.00001255097,0.00002809565,0.000308013,0.9982342,0.001148463],"study_design_scores_gemma":[0.00007984229,0.00004428349,0.0008317013,0.0007331511,0.00003428068,0.0004636454,0.0006292204,0.0001768352,0.0002165618,0.002000662,0.9946994,0.00009052564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006411624,0.001204781,0.00007284193,0.9221838,0.07580546,0.00001609023,0.00007340554,0.00004050067,0.0005390252],"genre_scores_gemma":[0.0004801039,0.0005546643,0.00008288338,0.9539502,0.04336064,0.00003098464,0.0000201837,0.00002335204,0.00149696],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04744452,"threshold_uncertainty_score":0.05712807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.252578336653519,"score_gpt":0.4694330542672098,"score_spread":0.2168547176136907,"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."}}