{"id":"W2012354213","doi":"10.1097/00006534-200003000-00013","title":"Surgeon Perspectives on Surgical Options for Early-Stage Breast Cancer","year":2000,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Society of Plastic Surgeons; Royal Victoria Hospital","funders":"","keywords":"Medicine; Lumpectomy; Mastectomy; Breast reconstruction; Plastic surgery; Demographics; Breast cancer; General surgery; Surgery; Stage (stratigraphy); Cancer; Demography; Internal medicine","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":[0.001029378,0.0001272506,0.0001209978,0.0005068835,0.001082878,0.0009377304,0.00042789,0.0004931404,0.006303071],"category_scores_gemma":[0.006004723,0.0001411254,0.0002542604,0.0007025697,0.0004909281,0.0003176541,0.0004937483,0.0004169082,0.0003573176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191646,"about_ca_system_score_gemma":0.003290921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1224495,"about_ca_topic_score_gemma":0.4732475,"domain_scores_codex":[0.9990417,0.0003543065,0.00005207355,0.00004146585,0.000225305,0.0002850834],"domain_scores_gemma":[0.9912311,0.002657271,0.001912363,0.00007591541,0.001387815,0.002735409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002657484,0.00008742918,0.9174594,0.000230392,0.00005907151,0.002215519,0.006714974,0.0005789975,0.001666685,0.0003225796,0.01474584,0.05565337],"study_design_scores_gemma":[0.00003584299,0.0002803397,0.9277595,0.0003822052,0.00003822389,0.006455295,0.03069347,0.000613127,0.0004383509,0.0001775337,0.0330753,0.00005084758],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769951,0.003410839,0.0001632102,0.008068068,0.00010668,0.00001399447,0.0003597915,0.00001078689,0.01087152],"genre_scores_gemma":[0.9938295,0.002577024,0.0002267445,0.001449239,0.00007628694,0.00001032546,0.0002210351,0.000004626152,0.001605042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224495,"threshold_uncertainty_score":0.2434736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002384979962374,"score_gpt":0.2660784829635968,"score_spread":0.2460546331639731,"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."}}