{"id":"W2760076683","doi":"10.4081/jphr.2017.867","title":"Breast Cancer Surgical Treatment Choices in Newfoundland and Labrador, Canada: Patient and Surgeon Perspectives","year":2017,"lang":"en","type":"article","venue":"Journal of public health research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Breast cancer; Medicine; Mastectomy; Health care; Public health; Family medicine; Cancer; Nursing; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002811117,0.00008783418,0.000370775,0.0002293825,0.0003752893,0.0001698348,0.0000989569,0.00004516831,0.00005948728],"category_scores_gemma":[0.0003199622,0.00005946261,0.0000273265,0.0001255989,0.0001778555,0.0003050302,0.00006033426,0.0004218591,1.922771e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776893,"about_ca_system_score_gemma":0.007491061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342426,"about_ca_topic_score_gemma":0.918687,"domain_scores_codex":[0.9978254,0.0002737022,0.0003437815,0.0001687101,0.0008571663,0.0005311837],"domain_scores_gemma":[0.9980002,0.0001985836,0.0002211244,0.0001578029,0.0005875668,0.0008346909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002347764,0.00008157732,0.7942536,0.00005032593,0.00003767934,0.0004625731,0.001282954,5.472201e-7,0.000002914462,0.0001073592,0.0008079058,0.2026778],"study_design_scores_gemma":[0.001793562,0.0008177911,0.9514386,0.0002485272,0.00000427884,0.001307631,0.003463574,0.00003961282,0.000001157868,0.00001361829,0.0408266,0.00004504985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857725,0.01499284,5.115874e-7,0.09854645,0.00006924565,0.0001625935,0.0000147253,0.00000143154,0.0004396524],"genre_scores_gemma":[0.9871435,0.01226906,0.00003010051,0.0001265057,0.000266149,0.000006249809,6.089838e-7,0.000006104181,0.0001517669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2026327,"threshold_uncertainty_score":0.9981356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3049695640742707,"score_gpt":0.4882815320675738,"score_spread":0.1833119679933031,"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."}}