{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006466124,0.0004195677,0.0001944713,0.0006242198,0.0002001552,0.0003554327,0.0002148591,0.0003410077,0.003653113],"category_scores_gemma":[0.001981612,0.0001477618,0.0002670555,0.0003878799,0.0003259137,0.0006605428,0.0004205123,0.0003231394,0.000953068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582638,"about_ca_system_score_gemma":0.0003378098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076913,"about_ca_topic_score_gemma":0.0005626876,"domain_scores_codex":[0.9996033,0.00009519459,0.00006245723,0.00004774498,0.0001443408,0.00004704997],"domain_scores_gemma":[0.9992956,0.0002246473,0.0002018515,0.000106399,0.00009599706,0.00007556462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003669112,0.0004103105,0.08562887,0.0007317764,0.00006481421,0.007778306,0.0003861074,0.001824861,0.2513579,0.002150062,0.005188681,0.6408092],"study_design_scores_gemma":[0.001064111,0.02096163,0.3633872,0.0005576951,0.0003335881,0.3013805,0.00129802,0.01806436,0.206332,0.006370561,0.07992487,0.0003255353],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080356,0.001670481,0.08053217,0.0005908144,0.0003935275,0.0004062634,0.0001887109,0.0003206207,0.007861926],"genre_scores_gemma":[0.9480807,0.0005514198,0.04883033,0.0001477,0.00005290851,0.00009542761,0.0001058712,0.00004350542,0.002092113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003653113,"threshold_uncertainty_score":0.01222086,"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."}}