{"id":"W2957581275","doi":"10.51847/zbx6xyt","title":"10.51847/zBx6Xyt","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reduction Mammoplasty; Mammoplasty; CAD; Medicine; Augmentation Mammoplasty; Patient satisfaction; Breast reduction; Surgery; Plastic surgery; Breast augmentation; Engineering drawing; Breast cancer; Internal medicine; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005614207,0.001246426,0.0005686079,0.001854767,0.0009547363,0.001947736,0.0008507117,0.002361538,0.9552081],"category_scores_gemma":[0.0008238406,0.0003674517,0.0005213025,0.001288599,0.0006177756,0.001695339,0.001418762,0.0009996636,0.9482675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372487,"about_ca_system_score_gemma":0.0004342009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276693,"about_ca_topic_score_gemma":0.001720283,"domain_scores_codex":[0.9996299,0.00003433738,0.00003984079,0.00009732397,0.0001217021,0.00007694159],"domain_scores_gemma":[0.9992678,0.000176019,0.00005487008,0.00008061335,0.0002091955,0.0002115704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005189598,0.0003252372,0.002376808,0.000454187,0.0000249934,0.000703869,0.0001398197,0.0004501832,0.008688966,0.004336312,0.1144982,0.8674825],"study_design_scores_gemma":[0.0001498601,0.0002853905,0.004300972,0.0003901236,0.00003457972,0.001853649,0.0002298048,0.001123887,0.003112227,0.001982926,0.9864987,0.00003790075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006543326,0.0009475484,0.004020074,0.0008712923,0.0007480453,0.0001842807,0.001192379,0.002087628,0.9834054],"genre_scores_gemma":[0.006832845,0.0003755975,0.002208663,0.0003655065,0.0001031926,0.00007647257,0.0008082102,0.0002763913,0.9889532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04479188,"threshold_uncertainty_score":0.06389016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007274863285246438,"score_gpt":0.2162090385751091,"score_spread":0.2089341752898626,"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."}}