{"id":"W6958390110","doi":"10.6084/m9.figshare.26610816","title":"Additional file 1 of Current state of headache training within Canadian Neurology Residency program: a national survey","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Neurology; State (computer science); Current (fluid); Training (meteorology); MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008675274,0.0006313012,0.0008139989,0.003243166,0.001359464,0.0008583173,0.00127689,0.0006150189,0.5699495],"category_scores_gemma":[0.01511569,0.0003428076,0.0005025087,0.007582718,0.0002517558,0.0008819405,0.0007828351,0.0007682099,0.04024282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197141,"about_ca_system_score_gemma":0.007176777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5505383,"about_ca_topic_score_gemma":0.5909759,"domain_scores_codex":[0.9991661,0.00008356684,0.000119842,0.0001577087,0.0002791106,0.0001936688],"domain_scores_gemma":[0.9881945,0.004203253,0.001376851,0.0004828454,0.005171217,0.0005713141],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005763773,0.00004796868,0.006570156,0.0005330289,0.00001758073,0.00001911146,0.00007010328,0.0001206766,0.00002166359,0.000283882,0.9887743,0.003483881],"study_design_scores_gemma":[0.001546353,0.0001452588,0.3636473,0.003216857,0.0001580727,0.0003117351,0.001682009,0.001657967,0.0003740028,0.002524886,0.6245936,0.0001419766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003974693,0.00001142391,0.00004522032,0.00007849534,0.000009538226,0.00006282844,0.9979266,0.00002956489,0.001438773],"genre_scores_gemma":[0.01565495,0.0001874542,0.001092906,0.0004865722,0.00006473045,0.001163341,0.9718203,0.0001070191,0.009422659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9991325,"threshold_uncertainty_score":0.9042174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009352106049042,"score_gpt":0.3709150096927867,"score_spread":0.1699797990878824,"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."}}