{"id":"W3015343465","doi":"10.1503/jpn.190208","title":"Predicting response to psychiatric surgery: a systematic review of neuroimaging findings","year":2020,"lang":"en","type":"review","venue":"Journal of Psychiatry and Neuroscience","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Neuroimaging; MEDLINE; Observational study; Medicine; Systematic review; Psychiatry; Meta-analysis; Clinical trial; Psychology; Clinical psychology; Internal medicine","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":[0.01108752,0.001741372,0.009585606,0.01647113,0.0006909062,0.002427459,0.002344038,0.001691736,0.003465814],"category_scores_gemma":[0.05385113,0.001125232,0.01088131,0.01518431,0.0009921272,0.002113685,0.001481285,0.001003276,0.0002835828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123984,"about_ca_system_score_gemma":0.009764599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006884915,"about_ca_topic_score_gemma":0.02204443,"domain_scores_codex":[0.9881394,0.003094319,0.005838262,0.0009607255,0.001724226,0.0002431115],"domain_scores_gemma":[0.9490451,0.03678992,0.009305632,0.0007870962,0.003739563,0.0003327541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002248303,0.00001468248,0.002699597,0.95316,0.02047824,0.0001614615,0.0001761274,0.00008534321,0.0001186292,0.0000949165,0.0008586939,0.02192751],"study_design_scores_gemma":[0.0003080751,0.000203579,0.01318481,0.7748173,0.2007359,0.000697417,0.0003760966,0.000122628,0.0002306049,0.0002754581,0.008983975,0.00006405158],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002240116,0.995801,0.0001916895,0.0002275768,0.00007583633,0.0003610305,0.0008958525,0.00000776444,0.0001990665],"genre_scores_gemma":[0.02972965,0.9667209,0.001190465,0.0004756088,0.0001152984,0.0009659642,0.0007030405,0.000009623731,0.00008933018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01647113,"threshold_uncertainty_score":0.05863714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451900863019821,"score_gpt":0.3427270084105469,"score_spread":0.2975369221085647,"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."}}