{"id":"W2956100861","doi":"","title":"Innovative practice model to optimize resource utilization and improve access to care for high-risk and <i>BRCA</i>+ patients.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Candidacy; Referral; Mastectomy; Breast cancer; Surgery; Cancer; Emergency medicine; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.003429958,0.000497505,0.0002560211,0.0006439931,0.0007188527,0.002178128,0.001400618,0.001015167,0.00860507],"category_scores_gemma":[0.005938411,0.0002026725,0.0005787925,0.0005420744,0.0003870412,0.001203564,0.002084747,0.0009502178,0.001052276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278513,"about_ca_system_score_gemma":0.01321737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006496596,"about_ca_topic_score_gemma":0.01190529,"domain_scores_codex":[0.9976664,0.001292522,0.0001130668,0.0002995533,0.0003229656,0.000305529],"domain_scores_gemma":[0.9976777,0.0005310448,0.0003965179,0.0001224984,0.0002847314,0.0009875068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001155137,0.008041782,0.0933361,0.001207798,0.0004167184,0.0009848803,0.002521136,0.1885136,0.005138276,0.05673603,0.05671701,0.5852316],"study_design_scores_gemma":[0.0020862,0.00686897,0.05668146,0.001289623,0.0005617582,0.00178826,0.006057591,0.7317698,0.004138235,0.08194811,0.1065901,0.0002198495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4840187,0.002410489,0.3868263,0.05158748,0.001106664,0.005250814,0.00176627,0.001609673,0.06542365],"genre_scores_gemma":[0.8200405,0.001011916,0.1660203,0.001923023,0.0001894507,0.001974259,0.0005080919,0.00005466899,0.008277728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00860507,"threshold_uncertainty_score":0.02878678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284429975284635,"score_gpt":0.2980012897828395,"score_spread":0.2551569900299931,"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."}}