{"id":"W3194271181","doi":"10.1016/j.wneu.2021.06.110","title":"Letter to the Editor: “Publics Attitudes toward Neurosurgery in Developing Countries: A pilot Study from Sultanate of Oman”","year":2021,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Neurosurgery; General surgery; Medical education; Family medicine; Surgery","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":[0.003197678,0.0004756278,0.0008384858,0.000496767,0.003369564,0.002641389,0.001207588,0.01635227,0.004131372],"category_scores_gemma":[0.02090488,0.000509517,0.0005355015,0.0006142635,0.001308378,0.001714917,0.0008462326,0.0130399,0.002930996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057858,"about_ca_system_score_gemma":0.004428857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014834,"about_ca_topic_score_gemma":0.01501619,"domain_scores_codex":[0.9975014,0.00112907,0.0002842652,0.000222899,0.0004667249,0.0003955592],"domain_scores_gemma":[0.9923639,0.003610014,0.0006945906,0.0001890504,0.001993978,0.001148541],"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":[0.00005962416,0.00005270748,0.003959243,0.00004865221,0.00001758226,0.001867387,0.0006816781,0.00002097128,0.00008378649,0.0003796712,0.9893405,0.003488257],"study_design_scores_gemma":[0.0003020462,0.0002344122,0.02623494,0.0008971655,0.0001531707,0.005665566,0.01605049,0.0007809166,0.0006877619,0.003571392,0.9452496,0.0001725272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004325315,0.0003750549,0.00005797842,0.9746493,0.01811144,0.00002061907,0.0001192099,0.00001736515,0.002323826],"genre_scores_gemma":[0.02206108,0.0006038915,0.0001340052,0.9538147,0.01749377,0.00007581648,0.00006625822,0.00002495598,0.0057255],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01635227,"threshold_uncertainty_score":0.02017856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545827599040413,"score_gpt":0.2980478145165285,"score_spread":0.2425895385261244,"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."}}