{"id":"W4400132154","doi":"10.31234/osf.io/pwxjt","title":"Latent trajectories of positive, negative symptoms and functioning in early intervention services for first-episode psychosis: A 2-year follow-up study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychopathology; Context (archaeology); Psychology; Psychological intervention; Clinical psychology; Psychosis; Intervention (counseling); Association (psychology); Psychiatry; Medicine; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002612158,0.0004992746,0.0004931124,0.001067055,0.001565782,0.001243916,0.0009079709,0.0009371495,0.001057757],"category_scores_gemma":[0.005135809,0.0005971703,0.001273643,0.001222667,0.0004580345,0.001139882,0.001779686,0.002003752,0.0004183133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730258,"about_ca_system_score_gemma":0.001650467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07149822,"about_ca_topic_score_gemma":0.07707042,"domain_scores_codex":[0.9991375,0.0002934785,0.00006164372,0.0001404936,0.0001384367,0.0002284369],"domain_scores_gemma":[0.9980546,0.0002655736,0.0006219599,0.0002658034,0.0003453082,0.000446694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969138,0.0002813592,0.9966705,0.000008905967,0.00006003298,0.00007202735,0.0009787828,0.00007136392,0.0001133015,0.00002359568,0.0001486709,0.001374622],"study_design_scores_gemma":[0.00001253542,0.000200403,0.9981769,0.00001034707,0.00002623389,0.00005106937,0.0009989076,0.0003460105,0.00003132153,0.00003016834,0.0001078801,0.000008178919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992637,0.00004101079,0.00009561537,0.00004087845,0.0000026612,0.00003186797,0.0004372242,0.000003074771,0.00008402269],"genre_scores_gemma":[0.9981089,0.00005896197,0.0001936699,0.00002454916,0.000003962401,0.00009089477,0.001226579,0.000003471897,0.0002891535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07149822,"threshold_uncertainty_score":0.1421641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04644337688225169,"score_gpt":0.3938821646379784,"score_spread":0.3474387877557267,"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."}}