{"id":"W2607065721","doi":"10.1017/cjn.2015.199","title":"Neurosurgery (Neuro Oncology)","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Jadad scale; Medicine; Randomized controlled trial; Lomustine; Internal medicine; Consolidated Standards of Reporting Trials; MEDLINE; Oncology; Research design; External validity; Quality Score; Neurosurgery; Medical physics; Chemotherapy; Surgery; Vincristine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01029616,0.0006282728,0.001365104,0.002949212,0.0006608054,0.003171688,0.0009623436,0.001305972,0.02362918],"category_scores_gemma":[0.04754418,0.0002503335,0.0006679957,0.002896057,0.001433281,0.00126599,0.00125693,0.001533702,0.005227183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00382565,"about_ca_system_score_gemma":0.01282122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003408157,"about_ca_topic_score_gemma":0.004848415,"domain_scores_codex":[0.9900974,0.004192883,0.001828711,0.0008575988,0.002727499,0.0002958941],"domain_scores_gemma":[0.9507428,0.02069982,0.01289331,0.002106529,0.01097805,0.00257955],"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":[0.0008827136,0.0001139729,0.007336786,0.03878127,0.0006576664,0.0005756834,0.0002061938,0.0003655611,0.0009283372,0.009713788,0.1159566,0.8244815],"study_design_scores_gemma":[0.0007142946,0.001082932,0.03537516,0.07502818,0.001383822,0.006028621,0.000466398,0.0006086194,0.001557402,0.01571373,0.8619594,0.00008136713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007493246,0.8968585,0.002963714,0.02856315,0.00910044,0.0005701597,0.0012322,0.0002033299,0.05301524],"genre_scores_gemma":[0.1374594,0.8067536,0.01093299,0.01286757,0.01266791,0.001355912,0.002061617,0.0001264919,0.01577447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9763708,"threshold_uncertainty_score":0.0790475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6218383324220015,"score_gpt":0.4610179877737796,"score_spread":0.1608203446482219,"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."}}