{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124101,0.001907106,0.001089124,0.001948866,0.002599743,0.001694862,0.00164866,0.006484438,0.009110455],"category_scores_gemma":[0.003244011,0.0007916304,0.001576602,0.001647916,0.001356847,0.002069467,0.001403082,0.003881551,0.00164191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126189,"about_ca_system_score_gemma":0.0006516138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791721,"about_ca_topic_score_gemma":0.002481539,"domain_scores_codex":[0.9989815,0.00007418746,0.000107705,0.000205282,0.000188632,0.0004426994],"domain_scores_gemma":[0.999019,0.0002609353,0.0002963299,0.0001017594,0.00006242008,0.0002595326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002294996,0.000041749,0.00234732,0.00003882794,0.000006449561,0.9945281,0.00009875783,0.00008359842,0.0004473253,0.00024001,0.0004099449,0.001734867],"study_design_scores_gemma":[0.000008086615,0.00002158196,0.001263783,0.00001540291,0.000004305037,0.9976962,0.000104318,0.00007030132,0.0001974555,0.0001171718,0.0004963233,0.00000500066],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935598,0.01064076,0.00819103,0.01594741,0.001636254,0.0008789009,0.000802932,0.000469692,0.06787325],"genre_scores_gemma":[0.9803559,0.001632218,0.004556295,0.002968239,0.001613016,0.0001120851,0.0001714213,0.00004904217,0.008541886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009110455,"threshold_uncertainty_score":0.03047746,"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."}}