{"id":"W2314265112","doi":"10.1017/cjn.2014.46","title":"CIC in neurodevelopment and oligodendroglioma","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oligodendroglioma; Action (physics); Computer science; Medicine; Neuroscience; Psychology; Glioma; Astrocytoma; Cancer research; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002113154,0.0001761351,0.0003202372,0.001198603,0.0004714632,0.0006572056,0.0002979948,0.0007440796,0.004955502],"category_scores_gemma":[0.001405339,0.00009949473,0.0001588304,0.001176236,0.0004092861,0.0003194392,0.0003943602,0.0005171389,0.0009233358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222787,"about_ca_system_score_gemma":0.001111406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219993,"about_ca_topic_score_gemma":0.009706382,"domain_scores_codex":[0.9998025,0.00002092909,0.00001762227,0.00001807364,0.00006690983,0.00007399338],"domain_scores_gemma":[0.9995814,0.00007859133,0.0001237867,0.00001806968,0.00006331139,0.0001349024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00227339,0.0004096141,0.5567874,0.0007653501,0.0001121384,0.1879444,0.0007404161,0.0004504572,0.009176178,0.006851064,0.02266254,0.211827],"study_design_scores_gemma":[0.0001107549,0.0004438614,0.7250657,0.000411903,0.0001554852,0.2128223,0.001439274,0.000607599,0.003811975,0.00389802,0.05120316,0.00002989829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766705,0.06545993,0.0002843621,0.004673202,0.0004001232,0.00004742597,0.0006254154,0.0000746397,0.05176434],"genre_scores_gemma":[0.9808764,0.01156897,0.0002605599,0.0004927583,0.0003421143,0.00001589268,0.000403178,0.00001354191,0.006026498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219993,"threshold_uncertainty_score":0.02425784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766900487205502,"score_gpt":0.2651989957274901,"score_spread":0.2375299908554351,"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."}}