{"id":"W4400011963","doi":"10.1007/s10578-024-01727-w","title":"Depression Literacy and Self-Reported Help-Giving Behaviour in Adolescents in Ireland","year":2024,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Irish Research Council; National University of Ireland, Maynooth; Irish Research eLibrary","keywords":"Helpfulness; Vignette; Empathy; Psychology; Depression (economics); Literacy; Psychological intervention; Clinical psychology; Developmental psychology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004065246,0.0003839605,0.0003203286,0.0005451033,0.0002681552,0.0001563704,0.0001956704,0.0002024013,0.0002959135],"category_scores_gemma":[0.000003862888,0.0003631454,0.00007938379,0.0004581926,0.00003761148,0.0001814284,0.0001135173,0.0006183108,0.0001198027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646206,"about_ca_system_score_gemma":0.000149017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009047509,"about_ca_topic_score_gemma":0.000485351,"domain_scores_codex":[0.9972148,0.00008848026,0.0008942147,0.0009191417,0.0003174866,0.0005658885],"domain_scores_gemma":[0.9994517,0.00001272767,0.0001000519,0.000235237,0.00002126255,0.0001789969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000382695,0.001380542,0.9730208,0.000330753,0.00008836082,0.000124134,0.008596105,0.000001103865,0.00000889016,0.001416116,0.002091754,0.01290319],"study_design_scores_gemma":[0.001661282,0.0000266912,0.9811016,0.00614994,0.00001804729,0.00008075089,0.000157672,0.000006666415,0.00000810863,0.0007541074,0.00957248,0.0004625955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984252,0.005384871,0.0000121447,0.000940104,0.002930537,0.0004787653,0.000003334076,0.000189209,0.005809072],"genre_scores_gemma":[0.9971616,0.000108324,0.0003304344,0.0004917124,0.0003846791,0.00005863814,0.00005781023,0.0000478136,0.001358965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290966,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028858005354423,"score_gpt":0.287828671497197,"score_spread":0.2775400914436528,"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."}}