{"id":"W2749095596","doi":"10.1503/cmaj.733285","title":"The authors reply to “The end of forceps deliveries?” and “Beware selection bias”","year":2017,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Forceps; Selection (genetic algorithm); Medicine; Selection bias; Obstetrics; Computer science; Surgery; Artificial intelligence; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009525877,0.0008509074,0.001928231,0.001047102,0.003888968,0.003188392,0.002529679,0.04892663,0.005488663],"category_scores_gemma":[0.096031,0.0009153468,0.001294042,0.001419288,0.003303471,0.00377792,0.001817609,0.0466298,0.006867494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974606,"about_ca_system_score_gemma":0.006098056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006427786,"about_ca_topic_score_gemma":0.007449695,"domain_scores_codex":[0.991994,0.003221086,0.001207798,0.0008414752,0.001900109,0.0008354019],"domain_scores_gemma":[0.9659652,0.02015035,0.002840448,0.0008977937,0.007821755,0.0023245],"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":[0.00003856462,0.00001079558,0.0007261388,0.00004190672,0.00001269077,0.0006346658,0.0001442972,0.00002843859,0.00004956487,0.0009047079,0.9941013,0.003306834],"study_design_scores_gemma":[0.0001600353,0.00009669949,0.002132911,0.0009593463,0.00006730142,0.00431839,0.00106958,0.0006132515,0.0004993289,0.008606769,0.9812821,0.0001943693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001688923,0.0004389397,0.00005192389,0.9891038,0.009825611,0.000006738462,0.0000479569,0.00001870032,0.0003374159],"genre_scores_gemma":[0.001535362,0.0003604216,0.0001228501,0.9844494,0.0126538,0.00002268333,0.00001945552,0.00001449658,0.0008214677],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04892663,"threshold_uncertainty_score":0.05037826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274359191590909,"score_gpt":0.3090431067843197,"score_spread":0.2816071876252288,"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."}}