{"id":"W2499440553","doi":"10.1177/0969141316649407","title":"Authors’ response to Ravaioli et al.","year":2016,"lang":"en","type":"letter","venue":"Journal of Medical Screening","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Hôpital du Saint-Sacrement","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":[],"consensus_categories":[],"category_scores_codex":[0.00221835,0.0008345076,0.001359494,0.0008123968,0.002705391,0.002967113,0.001694573,0.03613869,0.01161013],"category_scores_gemma":[0.02749757,0.0005894242,0.0009736852,0.0007779697,0.002081321,0.002822896,0.0012999,0.02470982,0.01148382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737734,"about_ca_system_score_gemma":0.002561297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286867,"about_ca_topic_score_gemma":0.004511552,"domain_scores_codex":[0.9976046,0.0007247645,0.0003442501,0.0002989982,0.0006753336,0.0003519097],"domain_scores_gemma":[0.9944744,0.002233393,0.0007226537,0.0001561932,0.001434057,0.0009792121],"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":[0.00004431817,0.00001897611,0.0004149381,0.00004095905,0.000007426177,0.002183788,0.0001036282,0.00004306199,0.0000580479,0.0007176847,0.9935568,0.002810424],"study_design_scores_gemma":[0.0001303211,0.00007897053,0.001492173,0.0005192651,0.00003430263,0.01041902,0.0008335555,0.0005722194,0.0003669243,0.005741375,0.9797068,0.000105072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003140603,0.0007824796,0.00005407148,0.9698501,0.02674018,0.00001053726,0.00008578156,0.00004026018,0.00212259],"genre_scores_gemma":[0.004813528,0.00115923,0.0002026585,0.9369149,0.04802942,0.00004132334,0.00006279311,0.00003502932,0.008741151],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03613869,"threshold_uncertainty_score":0.0388397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248841478301653,"score_gpt":0.3486060340604619,"score_spread":0.3061176192774454,"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."}}