{"id":"W3096620269","doi":"10.2196/23520","title":"Association Between LGB Sexual Orientation and Depression Mediated by Negative Social Media Experiences: National Survey Study of US Young Adults","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health","keywords":"Sexual orientation; Lesbian; Psychology; Clinical psychology; Depression (economics); Association (psychology); Social media; Sexual minority; Structural equation modeling; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009476447,0.0001985767,0.0002962781,0.000631327,0.0004909741,0.0005436684,0.000311904,0.0003703755,0.001087029],"category_scores_gemma":[0.001976713,0.0003482923,0.0004388357,0.001021724,0.0002314952,0.0004442904,0.0005880772,0.0007877466,0.0001984669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659133,"about_ca_system_score_gemma":0.0005713048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02827656,"about_ca_topic_score_gemma":0.06339679,"domain_scores_codex":[0.9995105,0.0001917632,0.00007363639,0.00007173749,0.00008849295,0.00006374783],"domain_scores_gemma":[0.9988124,0.0001639667,0.0005081959,0.00008195549,0.0001759569,0.0002575213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008427201,0.00002742695,0.9992468,0.000007304466,0.00002191238,0.00001495604,0.000144324,0.000004719906,0.00003884176,0.000005944813,0.00006848277,0.0004107354],"study_design_scores_gemma":[0.000001817613,0.00002629694,0.9993603,0.000008809348,0.00001229083,0.00003751999,0.0004116801,0.00003508914,0.00001105766,0.000006361118,0.00008756031,0.000001244801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99826,0.0001799998,0.00007414879,0.00008943275,0.000006744827,0.00003406435,0.0009550071,0.000002394356,0.0003982882],"genre_scores_gemma":[0.9986066,0.0002218287,0.0001441771,0.0001167458,0.000006576581,0.00005245461,0.0006620862,0.00000150306,0.0001881053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02827656,"threshold_uncertainty_score":0.05622393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06013389862816254,"score_gpt":0.4236743588612179,"score_spread":0.3635404602330554,"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."}}