{"id":"W3126437307","doi":"10.3390/curroncol28010075","title":"A Multidisciplinary Approach to Implement Personalized Breast Cancer Treatment and Care Plans","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"PDCA; Medicine; Facilitator; Workflow; Multidisciplinary approach; Breast cancer; Quality management; Multidisciplinary team; Cancer; Nursing; Family medicine; Internal medicine; Service (business); Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03835599,0.00101889,0.0008459935,0.003136143,0.006669159,0.007961313,0.003316915,0.002731059,0.01028219],"category_scores_gemma":[0.03005654,0.0008998931,0.001658903,0.00171307,0.002751096,0.006651804,0.01865157,0.01004486,0.002652465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0108367,"about_ca_system_score_gemma":0.05738128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584437,"about_ca_topic_score_gemma":0.01487761,"domain_scores_codex":[0.9653302,0.01973158,0.002028779,0.002863656,0.008118412,0.001927343],"domain_scores_gemma":[0.9689595,0.007144134,0.003412103,0.003219086,0.005516864,0.0117483],"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":[0.0001311466,0.003796286,0.02161523,0.001941141,0.0005942871,0.0009013675,0.02665303,0.008353915,0.005249847,0.03481047,0.09640075,0.7995525],"study_design_scores_gemma":[0.000406834,0.002327558,0.06147621,0.007533468,0.0003893443,0.002565963,0.05919148,0.01907193,0.004016429,0.1740225,0.6685426,0.0004557138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07445432,0.01047336,0.5602969,0.2556823,0.003714162,0.009684099,0.0004455915,0.003227573,0.08202183],"genre_scores_gemma":[0.2601264,0.00610303,0.6889284,0.02484609,0.0008934514,0.003793699,0.000477529,0.0003451239,0.01448629],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03835599,"threshold_uncertainty_score":0.2028483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079141941199544,"score_gpt":0.4272768989375595,"score_spread":0.3193627048176052,"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."}}