{"id":"W1901464946","doi":"10.1016/j.schres.2015.07.023","title":"Effort-based decision making as an objective paradigm for the assessment of motivational deficits in schizophrenia","year":2015,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Medicure; Neurocrine Biosciences; Pfizer","keywords":"Psychology; Schizophrenia (object-oriented programming); Rating scale; Task (project management); Clinical psychology; Psychiatry; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005196637,0.0003625911,0.0006349306,0.001288989,0.0003933013,0.0001318956,0.0006444701,0.0002280308,0.0001159554],"category_scores_gemma":[0.002712573,0.0002485567,0.0002445377,0.001832447,0.0004730394,0.0002756059,0.0002124499,0.001108943,0.00004958592],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009666691,"about_ca_system_score_gemma":0.006926224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250083,"about_ca_topic_score_gemma":0.001065401,"domain_scores_codex":[0.993649,0.0004856046,0.0007485428,0.000857702,0.003176177,0.001082981],"domain_scores_gemma":[0.9928495,0.003892294,0.0001575915,0.001116904,0.00138029,0.0006033666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3794405,0.005274193,0.1372308,0.0003092933,0.0006994205,0.0004017899,0.0006316784,0.005251455,0.001307874,0.2302574,0.00167711,0.2375184],"study_design_scores_gemma":[0.04541036,0.006553185,0.7637365,0.0008187859,0.00009405585,0.00007222153,0.0006974509,0.0726954,0.00287315,0.1064089,0.0002390229,0.0004010272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894989,0.0006636037,0.002854652,0.002229637,0.0001683808,0.003699207,0.00007683289,0.00005800485,0.0007508551],"genre_scores_gemma":[0.9383472,0.00002941775,0.06002561,0.00006994409,0.0002719735,0.001012911,0.000119644,0.0000706691,0.00005269472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6265056,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09835173688128251,"score_gpt":0.4398489439851042,"score_spread":0.3414972071038217,"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."}}