{"id":"W4405349286","doi":"10.22551/2024.45.1104.10300","title":"Innovative surgical management of gestational gigantomastia","year":2024,"lang":"en","type":"article","venue":"Archive of Clinical Cases","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002571557,0.000342199,0.0001838934,0.0007157786,0.0005558435,0.0005125854,0.0004106281,0.0005617351,0.001390978],"category_scores_gemma":[0.0008074089,0.00008237759,0.0003817891,0.0002925129,0.0004625976,0.0003502431,0.0005519944,0.0007640382,0.0002645222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697048,"about_ca_system_score_gemma":0.0005699715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003277439,"about_ca_topic_score_gemma":0.0007351275,"domain_scores_codex":[0.9998505,0.00002876072,0.00001720988,0.00001853598,0.00004412962,0.00004089762],"domain_scores_gemma":[0.9998239,0.00004392032,0.00004959106,0.00001520552,0.00001094382,0.00005654065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00025758,0.0002523981,0.04745554,0.0007350143,0.0001272396,0.254506,0.0007446106,0.001755537,0.02877313,0.01148089,0.007697512,0.6462147],"study_design_scores_gemma":[0.00003640283,0.0006265202,0.03010819,0.0004711322,0.0000837935,0.8874853,0.0007395635,0.002109785,0.007395089,0.005885961,0.06501736,0.00004080592],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6918161,0.1420792,0.06283529,0.01726724,0.002452435,0.000189803,0.0002135431,0.0006356399,0.08251073],"genre_scores_gemma":[0.9445013,0.02703794,0.02081306,0.001637384,0.001415164,0.0000407266,0.000144858,0.00004237825,0.004367143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001390978,"threshold_uncertainty_score":0.004653215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101035712277586,"score_gpt":0.4707385965233447,"score_spread":0.360635025295586,"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."}}