{"id":"W2252725895","doi":"10.1017/s0033291715001968","title":"The nature of anhedonia and avolition in patients with first-episode schizophrenia","year":2015,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anhedonia; Working memory; Psychology; Schizophrenia (object-oriented programming); Salience (neuroscience); Developmental psychology; Cognitive psychology; Clinical psychology; Psychiatry; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003309252,0.0001301838,0.0002833834,0.00008527217,0.00004818766,0.000004883598,0.0000826571,0.0001246516,0.00002975734],"category_scores_gemma":[0.0008098538,0.00005407259,0.00001952013,0.0002682327,0.0003580167,0.00003237864,0.00002750793,0.0003952599,0.000006968252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000044907,"about_ca_system_score_gemma":0.00001344718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005091129,"about_ca_topic_score_gemma":0.0002949209,"domain_scores_codex":[0.9987328,0.00006323728,0.0002241291,0.0002486042,0.0004878092,0.0002434066],"domain_scores_gemma":[0.9989789,0.0002382364,0.00006200943,0.0002742757,0.0001569054,0.0002896985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05243164,0.0009861464,0.9112551,0.00004382046,0.0000725389,0.0001045304,0.0001470611,8.760675e-7,0.0000108947,0.002806184,0.003152326,0.02898886],"study_design_scores_gemma":[0.02032576,0.005805819,0.9700501,0.0001985703,0.00002805188,0.00002595888,0.00006080364,0.00001368114,0.00001436058,0.003111878,0.0003102221,0.00005478676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860564,0.001769991,0.000008939945,0.01069227,0.00008663122,0.0004906735,0.000004036173,0.00001893368,0.0008720826],"genre_scores_gemma":[0.9985721,0.0001787653,0.0008013364,0.0002487393,0.00009390132,0.00003603736,0.00002368525,0.000008235862,0.00003726763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05879499,"threshold_uncertainty_score":0.2205016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581612821026506,"score_gpt":0.3241685158376741,"score_spread":0.298352387627409,"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."}}