{"id":"W6939668451","doi":"10.6084/m9.figshare.26610816.v1","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":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008757949,0.0005847622,0.0007876097,0.003158627,0.001460308,0.0008606213,0.001401726,0.0006829837,0.5368096],"category_scores_gemma":[0.01366444,0.0003405554,0.0005070202,0.007204582,0.0002266272,0.0008232763,0.0008438914,0.0007366093,0.03613255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004693979,"about_ca_system_score_gemma":0.007623082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6110504,"about_ca_topic_score_gemma":0.6630499,"domain_scores_codex":[0.999241,0.0000727713,0.0001111555,0.0001419985,0.0002538449,0.0001792633],"domain_scores_gemma":[0.9888921,0.003719156,0.001308027,0.000483034,0.005023188,0.0005743452],"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":[0.00005952397,0.00005048844,0.008335343,0.0006874255,0.00002093385,0.00002296557,0.0000905381,0.0001405412,0.00002972561,0.0002972925,0.9861676,0.004097569],"study_design_scores_gemma":[0.001189927,0.0001314551,0.3917154,0.003315161,0.0001553514,0.0002676963,0.001855611,0.001546052,0.0003601909,0.002061382,0.59727,0.0001317498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004019642,0.00001102094,0.00004406935,0.00007020443,0.000008580517,0.00005780677,0.9981451,0.00002825988,0.001233024],"genre_scores_gemma":[0.01654499,0.0002023859,0.001258678,0.0004759552,0.00005322442,0.001178968,0.9705845,0.0001028842,0.009598403],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.995306,"threshold_uncertainty_score":0.7824805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089319090003929,"score_gpt":0.2865176567961383,"score_spread":0.1775857477957454,"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."}}