{"id":"W2415548430","doi":"10.4172/plastic-surgery.1000849","title":"Case 1: Flexion contracture of the hand / Case 2: Immediate breast reconstruction","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Contracture; Capsular contracture; Medicine; Breast reconstruction; Surgery; Physical medicine and rehabilitation; Anatomy; Breast cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006251794,0.0001748543,0.0004828878,0.0001610526,0.0001497636,0.0000168972,0.00003532193,0.0001510178,0.0001114877],"category_scores_gemma":[0.002282324,0.0001169213,0.0003506234,0.0002022571,0.0003670243,0.00009779158,0.00002533894,0.000242169,0.000006649697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003654135,"about_ca_system_score_gemma":0.00011262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008645531,"about_ca_topic_score_gemma":0.0000209357,"domain_scores_codex":[0.9987789,0.0001799954,0.0004283827,0.0002399701,0.0001492789,0.000223415],"domain_scores_gemma":[0.995554,0.003562258,0.0002476571,0.0003519762,0.0001758958,0.0001082405],"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":[0.001305577,0.0002806955,0.1623943,0.0006217131,0.0006035066,0.01600304,0.0002378726,0.00001424567,0.06274128,0.0002456921,0.002230268,0.7533218],"study_design_scores_gemma":[0.000515263,0.0000342467,0.02165565,0.0004475158,0.0002718135,0.8740972,0.0001355024,0.0001939543,0.1012834,0.0001318873,0.001042009,0.0001915664],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940274,0.00009864815,0.002132878,0.00007309437,0.00318104,0.0001711884,0.00004067588,0.00005574424,0.0002193266],"genre_scores_gemma":[0.999436,0.00002177236,0.000169544,0.00006116943,0.0002519106,0.00001280412,0.000007938473,0.00002009692,0.00001878574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8580942,"threshold_uncertainty_score":0.4767911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216882417381011,"score_gpt":0.2221778449915598,"score_spread":0.2100090208177496,"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."}}