{"id":"W6925106258","doi":"10.17605/osf.io/v5p7b","title":"Consultative Emergency Medicine","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health care; Emergency medical services; Emergency medical care; MEDLINE; Emergency department; Medical care","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":[0.003395723,0.0004492598,0.0005174562,0.002171479,0.00277909,0.002825654,0.001333709,0.003692567,0.1190355],"category_scores_gemma":[0.03113385,0.0003997024,0.0007865723,0.00113118,0.0009135802,0.002581162,0.003937508,0.003451867,0.01182985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034758,"about_ca_system_score_gemma":0.007309799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008107807,"about_ca_topic_score_gemma":0.01412524,"domain_scores_codex":[0.996758,0.001514087,0.0002982833,0.0002755354,0.0004747386,0.0006793854],"domain_scores_gemma":[0.9754218,0.006682129,0.001957621,0.001128374,0.005886117,0.008923927],"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":[0.0006031189,0.0005142714,0.0561464,0.001739693,0.0001157688,0.01525836,0.003749478,0.0004079411,0.0009294099,0.01599029,0.6669995,0.2375457],"study_design_scores_gemma":[0.0003021569,0.000606332,0.09819549,0.011465,0.0001408098,0.03660091,0.01604197,0.0008525479,0.0009310622,0.03346179,0.8011946,0.0002073484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06551913,0.0470249,0.006907943,0.4236263,0.01315942,0.0007527613,0.003111766,0.0005958477,0.439302],"genre_scores_gemma":[0.581818,0.06070698,0.02235091,0.17677,0.01432677,0.0008470056,0.003218994,0.0004366261,0.1395247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1190355,"threshold_uncertainty_score":0.3982134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647632518210805,"score_gpt":0.2874475534732315,"score_spread":0.2709712282911234,"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."}}