{"id":"W1448285687","doi":"10.1177/0004867415597073","title":"The Neuropsychiatric Effects of CNS Structural Abnormalities (NECSA) classification: An aid to differential diagnosis","year":2015,"lang":"en","type":"letter","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Differential diagnosis; Medicine; Neuroscience; Psychology; Pathology","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":[0.001928963,0.0009895788,0.001271485,0.001790931,0.002069809,0.002594636,0.001677516,0.01181879,0.003163025],"category_scores_gemma":[0.02228881,0.000660305,0.001118237,0.0008886941,0.001647015,0.003507463,0.001730974,0.01394554,0.001878313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061182,"about_ca_system_score_gemma":0.003509747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007767876,"about_ca_topic_score_gemma":0.0106656,"domain_scores_codex":[0.9980109,0.0004480202,0.0006227421,0.0001738806,0.0004403711,0.0003041464],"domain_scores_gemma":[0.99282,0.003596136,0.0005725455,0.0002455852,0.001537179,0.001228552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002333677,0.0002709442,0.04889948,0.0003289548,0.00005823597,0.5637593,0.001011858,0.0009646594,0.00181354,0.007796655,0.2947945,0.0800686],"study_design_scores_gemma":[0.0002210123,0.000320863,0.02694262,0.001475335,0.0001166601,0.8204963,0.001929441,0.006645823,0.0009638096,0.01742792,0.1233093,0.0001508644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03501457,0.01211811,0.005635723,0.8747166,0.01959394,0.0003414573,0.0003879231,0.0002273917,0.05196425],"genre_scores_gemma":[0.5155053,0.0206155,0.02376105,0.270303,0.1474046,0.0004185701,0.0006989531,0.0001150105,0.0211779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01181879,"threshold_uncertainty_score":0.02221048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203013058594898,"score_gpt":0.3287588267211413,"score_spread":0.2967286961351923,"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."}}