{"id":"W2976627658","doi":"10.3171/2019.6.jns19262","title":"Dr. Dwight Parkinson: a Canadian neurosurgical pioneer","year":2019,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"History of Medical Practice","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"","keywords":"Neurosurgery; Medicine; Excellence; General surgery; Surgery; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.003010853,0.0006531656,0.0006095219,0.004145403,0.006106157,0.003795961,0.00114146,0.002129707,0.01195871],"category_scores_gemma":[0.01616647,0.0003851329,0.0003714958,0.004843428,0.002986277,0.002265442,0.001313514,0.004387345,0.002251304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02809121,"about_ca_system_score_gemma":0.09733424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7030793,"about_ca_topic_score_gemma":0.8912019,"domain_scores_codex":[0.9975117,0.0002304518,0.000121949,0.0003710162,0.001454974,0.0003097256],"domain_scores_gemma":[0.9870738,0.001175527,0.0003671103,0.0001784988,0.006938817,0.004266338],"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":[0.00001499297,0.000007651923,0.001424143,0.0003369681,0.00000984098,0.0003207987,0.001089105,0.00001976036,0.0001074974,0.001451718,0.9478798,0.04733785],"study_design_scores_gemma":[0.000008788819,0.00001290934,0.002801546,0.0008750975,0.00001390612,0.001260973,0.00168991,0.00002158445,0.00009388036,0.0008307049,0.9923624,0.00002838508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00255944,0.2225651,0.001220911,0.679006,0.05427048,0.0001232152,0.0007753933,0.0001408661,0.03933862],"genre_scores_gemma":[0.05357241,0.421972,0.006515488,0.3132281,0.03498412,0.0002230171,0.0008942642,0.0002778156,0.1683329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2969207,"threshold_uncertainty_score":0.5973387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084137231450052,"score_gpt":0.2610862658575237,"score_spread":0.2402448935430232,"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."}}