{"id":"W3007322896","doi":"10.2147/ndt.s224754","title":"<p>Clinical and Neurocognitive Predictors of Functional Outcome in Depressed Patients with Partial Response to Treatment: One Year Follow-Up Study</p>","year":2020,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Treatment of Major Depression","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Internal medicine; Outcome (game theory); Psychiatry; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007547744,0.0004238823,0.0006985518,0.0002246034,0.00008549335,0.00002421474,0.00005570323,0.00006334795,0.00003516277],"category_scores_gemma":[0.0001947169,0.0002941396,0.0001515524,0.0003848367,0.00008835844,0.00009536449,0.00006908313,0.00009138976,0.00001767125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006330083,"about_ca_system_score_gemma":0.0001657528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001700341,"about_ca_topic_score_gemma":0.00003256998,"domain_scores_codex":[0.9972657,0.0003687882,0.0006047165,0.0009224886,0.0005416721,0.0002966162],"domain_scores_gemma":[0.9981375,0.0002786209,0.0001556886,0.0003539072,0.00008439119,0.0009898436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08602226,0.011504,0.8970502,0.00002789993,0.0005293605,0.0002780236,0.0003692381,0.00001236853,0.00007581818,0.000005044353,0.00004930058,0.004076486],"study_design_scores_gemma":[0.0528902,0.02644623,0.9174715,0.00004405533,0.002379825,0.000001823775,0.00003951024,0.00003105213,0.000020153,0.000003469084,0.0004887471,0.0001834253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952188,0.0002679684,0.000006504466,0.0009706612,0.0002132865,0.002927582,0.0002445667,0.0000700333,0.00008058709],"genre_scores_gemma":[0.9988739,0.0001150097,0.00008810323,0.000224987,0.0001445007,0.0002451632,0.00008332696,0.00005489697,0.0001701473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313205,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162131136695664,"score_gpt":0.2793865656863961,"score_spread":0.2477652543194394,"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."}}