{"id":"W2888480162","doi":"10.1177/1179572718790937","title":"A Multidisciplinary Preoperative Teaching Session for Women Awaiting Breast Cancer Surgery: A Quality Improvement Initiative","year":2018,"lang":"en","type":"article","venue":"Rehabilitation Process and Outcome","topic":"Music Therapy and Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Breast cancer; Anxiety; Multidisciplinary approach; Session (web analytics); Mastectomy; Physical therapy; Breast surgery; General surgery; Cancer; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001639271,0.0001488463,0.0003077931,0.00009161877,0.0004412592,0.00002670465,0.00005380153,0.00007815884,0.0006676389],"category_scores_gemma":[0.0002203139,0.0001179224,0.00005197491,0.0000954339,0.0001199025,0.000189902,0.00002522572,0.00012461,0.000006511013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232205,"about_ca_system_score_gemma":0.00009307373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001923549,"about_ca_topic_score_gemma":0.0001035097,"domain_scores_codex":[0.9984471,0.0002410683,0.0004839323,0.0003981861,0.0001157912,0.0003139547],"domain_scores_gemma":[0.998186,0.00110839,0.0002642818,0.0001360572,0.0001997073,0.000105571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008167467,0.0003470263,0.6491781,0.0008746939,0.0000624932,2.783213e-7,0.2366211,0.000001221989,0.0002262021,0.007581627,0.0002130351,0.1040775],"study_design_scores_gemma":[0.001406787,0.0005892137,0.9356751,0.0001417614,0.000009363939,0.000001612358,0.05714671,0.0001629388,0.00002192125,0.004156481,0.0004647009,0.0002233464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930665,0.00004982456,0.001219909,0.002733096,0.0002763318,0.0009113991,0.0001105321,0.00006505042,0.0015673],"genre_scores_gemma":[0.9959832,0.000002611058,0.0006386352,0.0006552818,0.0002492595,0.001395815,0.000007704525,0.00002901772,0.001038487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2864971,"threshold_uncertainty_score":0.7310178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405867768042682,"score_gpt":0.4550662326295811,"score_spread":0.3910075549491542,"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."}}