{"id":"W6889086880","doi":"10.25384/sage.12464948.v1","title":"Supplemental Material, Cover_CARJ-D-19-00175 - Breast MRI Does Not Help Differentiating Radial Scar With and Without Associated Atypia or Malignancy","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malignancy; Atypia; Breast MRI; Breast lumps; Magnetic resonance imaging","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004853519,0.0005591068,0.0004443872,0.001772613,0.0006354095,0.001072448,0.0009508713,0.002225119,0.6117523],"category_scores_gemma":[0.007161425,0.0004346693,0.0004022794,0.000586516,0.0001695711,0.0009963333,0.0006086461,0.0006701869,0.1764103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368935,"about_ca_system_score_gemma":0.0006991089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032704,"about_ca_topic_score_gemma":0.01190045,"domain_scores_codex":[0.999745,0.00003478002,0.00003250956,0.00003497896,0.0001022992,0.0000505346],"domain_scores_gemma":[0.9970476,0.001217157,0.0001839365,0.0002042374,0.0009400126,0.0004069566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000154744,0.00007645715,0.001591849,0.0001598675,0.0000100572,0.0006119846,0.00001150442,0.00008242278,0.0009724212,0.0002600169,0.9622611,0.03380759],"study_design_scores_gemma":[0.0003513054,0.0002039187,0.03746098,0.0006879337,0.00005692267,0.01261189,0.0001291917,0.002348185,0.004206003,0.002408862,0.9394815,0.00005331941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.02921274,0.004837493,0.01594483,0.0327952,0.008862574,0.001967857,0.2554393,0.02728811,0.6236519],"genre_scores_gemma":[0.1250456,0.004689132,0.07326595,0.01772054,0.008298558,0.001710717,0.2419355,0.01068122,0.5166529],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6117523,"threshold_uncertainty_score":0.5537882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715206753205952,"score_gpt":0.2567676401907929,"score_spread":0.2096155726587334,"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."}}