{"id":"W2898011349","doi":"10.1016/j.neuchi.2018.08.001","title":"Clinical research training integrated to practice in neurosurgery and interventional neuroradiology","year":2018,"lang":"en","type":"article","venue":"Neurochirurgie","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Alberta Hospital; Alberta Hospital Edmonton; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Neuroradiology; Clinical Practice; Interventional neuroradiology; Neurosurgery; Surgery; Nursing; Neurology; Psychiatry","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":[0.04008175,0.0009902074,0.000847164,0.004116582,0.00348726,0.007038253,0.003434797,0.005022696,0.02299085],"category_scores_gemma":[0.07157646,0.0007736598,0.0005933136,0.002989525,0.00567575,0.005127452,0.01319833,0.007864263,0.006813218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005777893,"about_ca_system_score_gemma":0.07043466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523264,"about_ca_topic_score_gemma":0.004112635,"domain_scores_codex":[0.9677366,0.0163438,0.002971587,0.002234701,0.006622319,0.004090973],"domain_scores_gemma":[0.8183966,0.02930655,0.01244147,0.01134301,0.04061953,0.0878929],"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":[0.000305417,0.006065512,0.03826724,0.002619373,0.00008460842,0.001396401,0.01312581,0.001574604,0.004582295,0.03571923,0.1789225,0.717337],"study_design_scores_gemma":[0.0004282511,0.00432581,0.1204279,0.00903027,0.000115687,0.007800438,0.02275591,0.002162964,0.005462272,0.07758993,0.7496546,0.000245926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1174182,0.03429777,0.03560786,0.5331153,0.02119755,0.002739738,0.0004865148,0.001249699,0.2538874],"genre_scores_gemma":[0.5836424,0.05196986,0.1223465,0.1107199,0.01638859,0.003020342,0.001306838,0.0005379943,0.1100675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04008175,"threshold_uncertainty_score":0.2119751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516380736271337,"score_gpt":0.447623963180847,"score_spread":0.2959858895537132,"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."}}