{"id":"W2761424144","doi":"10.1037/tra0000317","title":"Alterations in positive affect: Relationship to symptoms, traumatic experiences, and affect ratings.","year":2017,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anhedonia; Affect (linguistics); Psychology; Neuroticism; Psychopathology; Clinical psychology; PsycINFO; Developmental psychology; Psychiatry; Personality; Schizophrenia (object-oriented programming); MEDLINE; Social psychology","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":[0.000698628,0.0002214177,0.0001531332,0.0004890372,0.0002656991,0.0005450475,0.0002515223,0.0003633004,0.002981027],"category_scores_gemma":[0.006818754,0.0001858736,0.0001818348,0.0003860352,0.0003873747,0.0003408476,0.0005935981,0.0005651927,0.0002794562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867124,"about_ca_system_score_gemma":0.0001209935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006548414,"about_ca_topic_score_gemma":0.001332243,"domain_scores_codex":[0.9996877,0.00008911922,0.00005898865,0.00004800324,0.000094293,0.00002193481],"domain_scores_gemma":[0.9957885,0.0009692179,0.00246296,0.0001675804,0.0002619258,0.0003498511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000210529,0.0001270982,0.9919286,0.00004320622,0.00005960378,0.00006490303,0.0003628922,0.00005069749,0.0003866568,0.00002215875,0.0001550281,0.006588668],"study_design_scores_gemma":[0.000002689058,0.00008839751,0.999368,0.000006590803,0.000008547112,0.000188865,0.0001445178,0.00004399809,0.00004848211,0.00001712324,0.00008120116,0.000001625016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985972,0.0002278966,0.00007027107,0.00003901097,0.000005509674,0.00001817219,0.0002007752,0.000004034129,0.0008370473],"genre_scores_gemma":[0.9991291,0.0001708895,0.000156534,0.00002035106,0.000006981736,0.00002193527,0.00028983,0.00000121242,0.0002031111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002981027,"threshold_uncertainty_score":0.009972572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2927406557536237,"score_gpt":0.574568011826489,"score_spread":0.2818273560728653,"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."}}