{"id":"W4235415761","doi":"10.1177/229255031001800406","title":"Keyhole Pattern for Preoperative Marking for Reduction Mammaplasty","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammaplasty; Visual analogue scale; Surgery; Breast reduction; Reduction (mathematics); Reduction Mammoplasty; Left breast; Sedation; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006581975,0.0001339249,0.0003782569,0.0004542566,0.00009397513,0.00005606383,0.00007100884,0.00007535248,0.0001160366],"category_scores_gemma":[0.007628138,0.000114605,0.0002278767,0.0001082769,0.0001280428,0.0001920562,0.000003540281,0.0003012219,0.000004731837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070343,"about_ca_system_score_gemma":0.001845194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001516045,"about_ca_topic_score_gemma":0.0008698315,"domain_scores_codex":[0.9988753,0.00001388306,0.0004560248,0.0001400596,0.0001598849,0.0003548647],"domain_scores_gemma":[0.9965003,0.001874328,0.000229273,0.0001233219,0.0005658797,0.0007069088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001000861,0.0001443964,0.4115323,0.0007690177,0.0006844461,0.000655353,0.001089894,0.00008949389,0.02169803,0.0001415024,0.4153786,0.1468161],"study_design_scores_gemma":[0.01004531,0.002650587,0.4660511,0.005446361,0.001924961,0.01509707,0.002653854,0.00558613,0.01367165,0.001028966,0.4744732,0.001370804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662052,0.0001044138,0.01917813,0.001389045,0.01234139,0.0003442451,0.00008037293,0.00001051708,0.0003467105],"genre_scores_gemma":[0.9962156,0.000002393601,0.00101914,0.0001884643,0.002010065,0.00001709447,0.00002672228,0.00003573216,0.0004847418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1454453,"threshold_uncertainty_score":0.9132145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280420833651732,"score_gpt":0.2593770737032334,"score_spread":0.236572865366716,"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."}}