{"id":"W3038126491","doi":"10.1016/j.pediatrneurol.2020.06.013","title":"Trainee Award Announcement","year":2020,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003043698,0.0000545634,0.0001010867,0.00003333443,0.0001678323,0.00001538726,0.0003244173,0.00006626033,0.0004808587],"category_scores_gemma":[0.0002555164,0.00005601485,0.00003609831,0.0002867865,0.0001187142,0.00005093027,0.00006124467,0.0001583075,0.0002342801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007565871,"about_ca_system_score_gemma":0.00009017465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150678,"about_ca_topic_score_gemma":0.00002921635,"domain_scores_codex":[0.9989959,0.0001189958,0.00008896603,0.0001765555,0.0003748815,0.0002446747],"domain_scores_gemma":[0.9995959,0.00008481481,0.00003278935,0.00005987427,0.00003831555,0.0001882898],"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":[0.0001757924,0.0001104758,0.2465315,0.00004367474,0.00002201776,0.0004394614,0.04395879,0.00005638969,0.00004014399,0.02024649,0.6802253,0.008149929],"study_design_scores_gemma":[0.0003761803,0.0003587341,0.004288066,1.485072e-7,0.00004246545,9.847565e-7,0.001304592,0.00001791066,0.000001400026,0.0003387322,0.9931887,0.00008210377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5939671,0.0003539196,0.0003644855,0.3255228,0.001912877,0.0002411853,0.00001437806,0.0002338355,0.07738934],"genre_scores_gemma":[0.9532053,0.0004982344,0.00003057995,0.04265948,0.003318589,0.000003311483,0.00000389507,0.000004449917,0.0002761084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3592382,"threshold_uncertainty_score":0.5265066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420899961507899,"score_gpt":0.2720756434884064,"score_spread":0.2299856473376165,"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."}}