{"id":"W1490325101","doi":"10.1111/1744-1633.12075","title":"Multidisciplinary assessment for immediate breast reconstruction: A new approach","year":2014,"lang":"en","type":"article","venue":"Surgical Practice","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society","keywords":"Medicine; Breast reconstruction; Multidisciplinary approach; Psychosocial; Mastectomy; Breast cancer; Gynecology; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00246674,0.0006198863,0.000441526,0.006672391,0.001201741,0.002036474,0.001280269,0.001293325,0.002072846],"category_scores_gemma":[0.00265375,0.0004010434,0.0004613929,0.001845667,0.001509133,0.002873258,0.003195806,0.002169262,0.0003095888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006016,"about_ca_system_score_gemma":0.004596939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003471693,"about_ca_topic_score_gemma":0.0107079,"domain_scores_codex":[0.9981755,0.000739509,0.0002509235,0.0002922931,0.0003927077,0.0001490501],"domain_scores_gemma":[0.9972219,0.0006444768,0.0005246299,0.0001224203,0.0006889373,0.0007977093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001609501,0.001128395,0.1957147,0.001691858,0.0001320309,0.008914636,0.003941312,0.001273719,0.003959889,0.005828102,0.01626622,0.7609882],"study_design_scores_gemma":[0.0004283164,0.002934801,0.5229944,0.01119613,0.0003205567,0.1636212,0.038419,0.01146793,0.001902192,0.02330124,0.2228428,0.0005714889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.37651,0.2227251,0.1378388,0.1724915,0.008537766,0.003192745,0.000679002,0.0009062041,0.07711877],"genre_scores_gemma":[0.7076255,0.06951587,0.1978122,0.0114687,0.007933559,0.001172449,0.0002690724,0.00005205808,0.004150605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006672391,"threshold_uncertainty_score":0.01455468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633127459583157,"score_gpt":0.3316736017241285,"score_spread":0.3053423271282969,"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."}}