{"id":"W2792678735","doi":"10.1177/2292550317716124","title":"A Qualitative Assessment of the Journey to Delayed Breast Reconstruction","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Breast reconstruction; Medicine; Psychology; Medical physics; Computer science; Breast cancer; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009504338,0.0005329346,0.0005461249,0.002056332,0.0125489,0.003766323,0.002098092,0.001483423,0.003814764],"category_scores_gemma":[0.01719718,0.0004782722,0.0005030013,0.002359968,0.006755341,0.001993191,0.005496375,0.002324623,0.0002516742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02002779,"about_ca_system_score_gemma":0.02318041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1456584,"about_ca_topic_score_gemma":0.2242731,"domain_scores_codex":[0.9933558,0.003924377,0.0002423432,0.0003292402,0.0007999878,0.001348219],"domain_scores_gemma":[0.9790729,0.0131665,0.001404377,0.0004080627,0.003167678,0.002780412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002983319,0.00001944362,0.003433236,0.0001669216,0.000002736393,0.0006419735,0.990307,0.00004210987,0.0003582587,0.0005963299,0.0006038742,0.003798251],"study_design_scores_gemma":[0.000002226416,0.00001985816,0.001562716,0.00009875707,0.000002023198,0.0001429086,0.9925638,0.00004266146,0.000091417,0.00009222155,0.005374555,0.000006893575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803855,0.0007404414,0.002423286,0.004817421,0.00009769553,0.0005593853,0.0007404537,0.00002688755,0.01020893],"genre_scores_gemma":[0.9915428,0.001102206,0.002148349,0.0008817987,0.00001953081,0.0003840352,0.000213846,0.00002058055,0.003686832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456584,"threshold_uncertainty_score":0.2896211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047310982167286,"score_gpt":0.3656056617217822,"score_spread":0.2951325519001093,"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."}}