{"id":"W4406854819","doi":"10.26443/mjm.v21i1.1037","title":"Approach to: the Patient with a Palpable Breast Mass","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002318068,0.0006499304,0.0006040325,0.0009320275,0.001531227,0.001342281,0.001076087,0.004898082,0.01782766],"category_scores_gemma":[0.001884807,0.0002587721,0.0005807935,0.0003495989,0.0008048855,0.002322466,0.002236593,0.005755003,0.006164378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022834,"about_ca_system_score_gemma":0.002005059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587765,"about_ca_topic_score_gemma":0.00457267,"domain_scores_codex":[0.9997717,0.00004349422,0.00002466837,0.00003910332,0.00004851377,0.00007251945],"domain_scores_gemma":[0.999671,0.00004818438,0.00003288312,0.0000085454,0.00004922736,0.000190149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001822018,0.0005646651,0.03156464,0.0007856529,0.00003591759,0.6362063,0.002850638,0.0006570141,0.004448088,0.006693403,0.2296126,0.08639891],"study_design_scores_gemma":[0.00007593825,0.0004895786,0.01466697,0.002075233,0.000037181,0.7868412,0.006927851,0.0008089003,0.001176413,0.01874437,0.1680067,0.0001496903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1241992,0.0339356,0.02055928,0.5813356,0.02385185,0.002304419,0.001002919,0.001049094,0.2117621],"genre_scores_gemma":[0.562942,0.05509024,0.02470482,0.2270623,0.04390012,0.0007391569,0.0008147973,0.0002164364,0.08453009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01782766,"threshold_uncertainty_score":0.05963945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428750393821118,"score_gpt":0.2418173266629912,"score_spread":0.22752982272478,"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."}}