{"id":"W7161966295","doi":"10.82308/16024","title":"Adolescent media use and its associations with psychotic experiences","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Media use; Cohort; Social media; Latent class model; Cohort study; Sample (material); Reading (process)","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":[0.0005247504,0.0001678072,0.0001807809,0.001112036,0.0005548786,0.001273979,0.0003212879,0.000227932,0.003244273],"category_scores_gemma":[0.003702789,0.0002131041,0.0003442075,0.0008959447,0.0003605655,0.0003545698,0.0006046304,0.0005526764,0.0001648412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232854,"about_ca_system_score_gemma":0.001087354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07789437,"about_ca_topic_score_gemma":0.1162849,"domain_scores_codex":[0.9996483,0.0000959609,0.00003395757,0.00003966796,0.0001065584,0.0000755263],"domain_scores_gemma":[0.997007,0.0005981131,0.00160095,0.00007792321,0.0003107348,0.0004054489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002482099,0.00001962147,0.9971145,0.00001855995,0.00001840124,0.0000421504,0.0002958011,0.00002449715,0.0000446177,0.00003395748,0.00007148967,0.002291489],"study_design_scores_gemma":[0.000001183795,0.00001692551,0.9989848,0.00004496708,0.00001007938,0.00007718922,0.0005313423,0.00007641896,0.0000211147,0.00001929377,0.0002147462,0.000001989257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974036,0.0005070334,0.00004315358,0.0001448267,0.000005472509,0.0000190587,0.0004810695,0.000004390333,0.001391352],"genre_scores_gemma":[0.9988004,0.0005925565,0.00007390054,0.00001364898,0.000005385469,0.0000114923,0.0002668237,0.000001940617,0.0002338116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07789437,"threshold_uncertainty_score":0.154882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443694447912471,"score_gpt":0.3419976795925823,"score_spread":0.2975607351134576,"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."}}