{"id":"W483892705","doi":"10.1089/omi.2014.0151","title":"OMICS and 21st Century Brain Surgery from Education to Practice: James Rutka of the University of Toronto Interviewed by Joseph B. Martin (Boston) and Türker Kılıç (İstanbul)","year":2014,"lang":"en","type":"article","venue":"OMICS A Journal of Integrative Biology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Context (archaeology); Audience measurement; Memoir; Erasmus+; Medicine; Medical education; Library science; History; Art history; Law; Political science","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":[0.01074518,0.0007682669,0.0008750924,0.001625426,0.03706222,0.008919853,0.002322122,0.009043907,0.004304147],"category_scores_gemma":[0.01813798,0.001398665,0.0006391518,0.002640108,0.02946102,0.007385648,0.007440213,0.01743727,0.0005392684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08270955,"about_ca_system_score_gemma":0.06318589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6405961,"about_ca_topic_score_gemma":0.7530873,"domain_scores_codex":[0.9817697,0.009538662,0.0004547781,0.0008502802,0.002662913,0.004723531],"domain_scores_gemma":[0.971162,0.009917803,0.001945173,0.0004024314,0.003887907,0.0126846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000230655,0.00003212609,0.001721286,0.0001471439,0.000008653294,0.001828034,0.8883337,0.00009359239,0.000412795,0.007148564,0.09539206,0.004858979],"study_design_scores_gemma":[0.000005509515,0.00002335245,0.003257698,0.0003853934,0.000007396413,0.0006249786,0.7876157,0.00007027534,0.0001445189,0.0006595731,0.2071415,0.00006408046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09299038,0.0266761,0.0006335003,0.8639495,0.002292041,0.00009591746,0.0001331598,0.00003780129,0.01319156],"genre_scores_gemma":[0.7615209,0.02773365,0.001578284,0.1739117,0.00102307,0.0002274068,0.0001003065,0.0001311705,0.03377346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6405961,"threshold_uncertainty_score":0.723041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234422095781457,"score_gpt":0.3498024895989433,"score_spread":0.3263602800207976,"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."}}