{"id":"W4239086248","doi":"10.1186/s13058-019-1225-x","title":"British Society of Breast Radiology","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Surgical oncology; Medicine; Breast cancer; Radiology; Medical physics; General surgery; Oncology; Internal medicine; Cancer","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153391,0.001039485,0.0009246415,0.003012037,0.0008181074,0.002922494,0.001358342,0.002664816,0.3341777],"category_scores_gemma":[0.00490997,0.0005969335,0.0005335001,0.002060567,0.0009255732,0.001399885,0.001568499,0.003332248,0.2579231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054703,"about_ca_system_score_gemma":0.002330347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368157,"about_ca_topic_score_gemma":0.005971604,"domain_scores_codex":[0.9986038,0.0002290361,0.0001986885,0.0003309292,0.0004760533,0.0001615388],"domain_scores_gemma":[0.9951969,0.0006117769,0.0003628833,0.0005203722,0.002268656,0.00103933],"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":[0.00007346318,0.00002410462,0.000905776,0.0005802648,0.00001859739,0.0009406954,0.00005281427,0.00008302926,0.0006180845,0.002318247,0.6270536,0.3673313],"study_design_scores_gemma":[0.000008550967,0.00001082404,0.0008640331,0.0002386614,0.00000371371,0.002890667,0.00002384104,0.00002637928,0.00006686422,0.0005416106,0.9953188,0.000005965838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002927297,0.1534705,0.004536756,0.03644327,0.05947315,0.0002222351,0.003600453,0.001705817,0.7376205],"genre_scores_gemma":[0.02439063,0.108597,0.004990532,0.01015528,0.01725993,0.0002519121,0.003381023,0.0006593866,0.8303143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6658223,"threshold_uncertainty_score":0.9497147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071508988488672,"score_gpt":0.4251144564405636,"score_spread":0.3179635575916964,"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."}}