{"id":"W2904378219","doi":"10.3138/jvme.0917-119r","title":"Current Policies and Support Services for Pregnant and Parenting Veterinary Medical Students and House Officers at United States Veterinary Medical Training Institutions","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brown University","keywords":"Demographics; Accreditation; Medicine; Consistency (knowledge bases); Graduate medical education; Family medicine; Medical education; Veterinary medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003393846,0.0003191473,0.0005767863,0.0004458497,0.00148282,0.00007122814,0.000443391,0.0003285037,0.0004367326],"category_scores_gemma":[0.002462504,0.0002612854,0.0000727705,0.000258152,0.000818922,0.0006722505,0.0007643424,0.0008600859,0.00001082085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895332,"about_ca_system_score_gemma":0.003439212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219674,"about_ca_topic_score_gemma":0.00004720475,"domain_scores_codex":[0.9954155,0.0006596232,0.0013499,0.0003912636,0.001583047,0.0006006856],"domain_scores_gemma":[0.9957819,0.001296702,0.0008513014,0.0002101496,0.000556501,0.001303474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008713815,0.005079131,0.1721842,0.0105596,0.001254833,0.0006885362,0.3140911,0.000001758599,0.00116079,0.0005023655,0.03460224,0.4511616],"study_design_scores_gemma":[0.003434249,0.009172922,0.109775,0.006980022,0.0002381699,0.00772117,0.05366756,0.0004041247,0.000003740665,0.00007784915,0.8080939,0.0004313061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813085,0.002828603,0.00009863723,0.01134733,0.003775008,0.0004784086,0.00002015294,0.00005252766,0.00009090031],"genre_scores_gemma":[0.9739764,0.01975241,0.0003727708,0.00364909,0.001899151,0.000136202,0.00007027732,0.0000447856,0.00009887581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7734917,"threshold_uncertainty_score":0.9999839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4577541530586355,"score_gpt":0.5766482520432112,"score_spread":0.1188940989845757,"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."}}