{"id":"W1519384984","doi":"10.1177/229255030301100302","title":"Breast reconstruction in Nova Scotia: Rate, trends and influencing factors","year":2003,"lang":"en","type":"review","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Breast reconstruction; Breast cancer; Mastectomy; Reconstructive surgery; Nova scotia; Population; Incidence (geometry); Medical record; Demographics; General surgery; Demography; Gynecology; Surgery; Cancer; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000385091,0.0002030241,0.0001868869,0.001205696,0.0006815965,0.000692918,0.0006312675,0.0003243385,0.002163965],"category_scores_gemma":[0.002405318,0.0002190697,0.0002731726,0.00219769,0.0003576132,0.000192328,0.0005753679,0.0003742151,0.0003312938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005631047,"about_ca_system_score_gemma":0.006486822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9263521,"about_ca_topic_score_gemma":0.9262074,"domain_scores_codex":[0.9994382,0.00004649007,0.00005934511,0.00007157213,0.0001848162,0.0001995203],"domain_scores_gemma":[0.9975767,0.0001755898,0.0008851656,0.00006283301,0.0008947297,0.0004050719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002101914,0.00001011105,0.9968709,0.00003199149,0.00001344843,0.0001430229,0.0001360076,0.00003552605,0.00008831987,0.00001198393,0.0005108341,0.002126914],"study_design_scores_gemma":[0.000001287004,0.000008261276,0.9990377,0.00002431436,0.000004614505,0.0001283474,0.0004138229,0.00007728575,0.00001563785,0.000002553714,0.0002844438,0.000001742149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9928834,0.001325872,0.00006260962,0.0005188658,0.00003106926,0.00003255785,0.00310966,0.00001005373,0.002025821],"genre_scores_gemma":[0.9967729,0.0009396998,0.00007769658,0.0000704832,0.0000101635,0.00001291424,0.001310297,0.000003745865,0.0008020064],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07364786,"threshold_uncertainty_score":0.1481631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04191791827211001,"score_gpt":0.2630569664737724,"score_spread":0.2211390482016624,"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."}}