{"id":"W2729590981","doi":"10.1016/j.breast.2017.06.042","title":"Completeness of breast cancer operative reports in a community care setting","year":2017,"lang":"en","type":"article","venue":"The Breast","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Ontario Stroke Network; University of British Columbia; Dalhousie University","funders":"BC Cancer Agency; Canadian Cancer Society","keywords":"Medicine; Breast cancer; Completeness (order theory); Narrative; Narrative review; Health care; General surgery; Family medicine; Cancer; Medical physics; Surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005504643,0.0001252588,0.0003432571,0.00004537852,0.0002900407,0.00003934541,0.0002939843,0.0000305857,0.00004317689],"category_scores_gemma":[0.0001799943,0.00007939261,0.00004589987,0.00006692353,0.0005269293,0.0001510372,0.0002258044,0.0003972487,0.000002987289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008958888,"about_ca_system_score_gemma":0.0001344748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132264,"about_ca_topic_score_gemma":0.0007428644,"domain_scores_codex":[0.9990358,0.0001016425,0.0003051266,0.0001277161,0.0002385784,0.0001911474],"domain_scores_gemma":[0.9981664,0.00007351582,0.0002593955,0.001145457,0.0002900836,0.00006517157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001792524,0.0001765795,0.9411004,0.0003123561,0.00006624096,0.0002439248,0.00999912,0.00002543121,0.00358572,0.00005658788,0.0004211779,0.04383316],"study_design_scores_gemma":[0.0008157752,0.00003423792,0.9876646,0.001609747,0.00005157308,0.003619728,0.005395626,0.0001000744,0.000467369,0.00006523261,0.00009621275,0.00007982006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732893,0.0001694687,0.000006909503,0.007254161,0.0001495829,0.0003158902,0.0001073294,0.00002374581,0.01868366],"genre_scores_gemma":[0.9991848,0.00000575005,0.00006670109,0.0003625411,0.0001117529,0.00002055272,0.00002571347,0.00001873245,0.0002034649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04656416,"threshold_uncertainty_score":0.9952611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747696723112182,"score_gpt":0.3578288017967606,"score_spread":0.3303518345656388,"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."}}