{"id":"W4390265301","doi":"10.1371/journal.pone.0295704","title":"Poorer subjective mental health among girls: Artefact or real? Examining whether interpretations of what shapes mental health vary by sex","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Meaning (existential); Psychological resilience; Developmental psychology; Expansive; Social psychology; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002660962,0.0002354005,0.0004351985,0.0009788478,0.0005433062,0.001759574,0.0005053843,0.0003544426,0.005589673],"category_scores_gemma":[0.009318254,0.0002515698,0.0006356579,0.001214603,0.001012966,0.001014203,0.001307941,0.0005797346,0.0004711247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163353,"about_ca_system_score_gemma":0.0004546092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008699912,"about_ca_topic_score_gemma":0.009761686,"domain_scores_codex":[0.9985587,0.0004935722,0.0001295594,0.0003304374,0.0002648614,0.0002229141],"domain_scores_gemma":[0.9958281,0.001285115,0.001629882,0.0005178192,0.0004207472,0.0003182846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005904035,0.00001090754,0.9915076,0.00002103419,0.00004740724,0.00006135848,0.004512669,0.00001405626,0.00015908,0.0002176111,0.0001853314,0.003203872],"study_design_scores_gemma":[0.00000331018,0.00005142663,0.9911657,0.000038569,0.00001984063,0.0001509636,0.00753742,0.00005214107,0.0001236189,0.0001318321,0.0007194129,0.000005711819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967825,0.0003245469,0.0002226494,0.0003066309,0.00002376419,0.00001491104,0.0008320588,0.000005328311,0.001487524],"genre_scores_gemma":[0.9990765,0.0001106105,0.00008398572,0.00005291828,0.00001023297,0.00001873042,0.0003568644,0.000009695795,0.0002804171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008699912,"threshold_uncertainty_score":0.01869929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09670183988570447,"score_gpt":0.3756640222940421,"score_spread":0.2789621824083376,"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."}}