{"id":"W4229688105","doi":"10.1097/01.prs.0000464042.63708.9c","title":"Abstract P73","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Gynecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005257925,0.0007541803,0.0005383039,0.001563246,0.00107603,0.002801216,0.0007285786,0.001796179,0.788048],"category_scores_gemma":[0.002840062,0.0002598045,0.00050152,0.001008419,0.0003614555,0.0009779643,0.0009948821,0.001247928,0.5530034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008956565,"about_ca_system_score_gemma":0.002304795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004064417,"about_ca_topic_score_gemma":0.007626008,"domain_scores_codex":[0.9995992,0.00003548355,0.0000250835,0.00005005405,0.0002183206,0.00007184826],"domain_scores_gemma":[0.9970098,0.0003383458,0.00008273464,0.0001218371,0.001577751,0.0008695139],"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":[0.00004812363,0.00003532353,0.0001529277,0.00008033578,0.000002286784,0.00006513269,0.00000680535,0.000030876,0.0001608473,0.000574842,0.9524557,0.04638669],"study_design_scores_gemma":[0.00004164294,0.00005013038,0.001739289,0.0001950015,0.000005424701,0.0001317185,0.000038563,0.00009124785,0.0001998352,0.001046247,0.9964552,0.000005652698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008962745,0.001518802,0.0005986394,0.01011392,0.03074338,0.0003541131,0.004297483,0.0005550656,0.9509223],"genre_scores_gemma":[0.002533546,0.0009173639,0.0002081617,0.00226318,0.006453145,0.00007788768,0.00136008,0.0001073667,0.9860793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.211952,"threshold_uncertainty_score":0.3023238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668341600965498,"score_gpt":0.2783807005717542,"score_spread":0.2316972845620992,"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."}}