{"id":"W3173531338","doi":"10.1016/j.jmir.2021.05.013","title":"Determining pregnancy status","year":2021,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Pregnancy; Obstetrics; Medicine; Biology","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":[0.001130008,0.0004211584,0.0003687844,0.002450892,0.000601401,0.0009538421,0.0003716656,0.0006313969,0.004584532],"category_scores_gemma":[0.00491656,0.0002640248,0.0003177944,0.0008444898,0.0002842604,0.0004537712,0.0004499363,0.0007146621,0.001761744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005107718,"about_ca_system_score_gemma":0.0008629559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004618994,"about_ca_topic_score_gemma":0.004726462,"domain_scores_codex":[0.9994024,0.0002045595,0.0000679229,0.00009137227,0.0001352485,0.00009847969],"domain_scores_gemma":[0.9987006,0.0006033432,0.000202811,0.00008172389,0.0002658539,0.0001455891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007290618,0.0001297133,0.8972667,0.00006558503,0.00003637967,0.0008644636,0.0003449001,0.000220289,0.003743588,0.0004502878,0.001972902,0.09417617],"study_design_scores_gemma":[0.00008152203,0.001387341,0.9182368,0.0006900337,0.000363418,0.01382379,0.00242501,0.004845021,0.0167972,0.002628565,0.03865682,0.00006437009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9404359,0.005805721,0.005581768,0.001446363,0.0002478824,0.0002871715,0.003681124,0.0001432779,0.0423708],"genre_scores_gemma":[0.9815536,0.003097704,0.006087958,0.0003103859,0.00007933972,0.0001630254,0.001661465,0.0000264826,0.007020009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004618994,"threshold_uncertainty_score":0.01533675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414141201162546,"score_gpt":0.357055263387298,"score_spread":0.3329138513756725,"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."}}