{"id":"W7043168684","doi":"","title":"The Role of Teacher Mental Health Literacy in Identifying Emerging Mental Health Disorders in Students","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of International Science and Engineering","keywords":"Vignette; Mental health literacy; Mental health; Multilevel model; Identification (biology); Literacy; Psychological intervention","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":[0.00320188,0.0001352109,0.0001922004,0.0005737952,0.0005358681,0.001291919,0.0003414044,0.0003387863,0.001294088],"category_scores_gemma":[0.03704691,0.0002229027,0.0002490359,0.0002584592,0.000739869,0.000603353,0.0008403463,0.0008906828,0.0001254226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146544,"about_ca_system_score_gemma":0.002208356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03260497,"about_ca_topic_score_gemma":0.06282198,"domain_scores_codex":[0.998187,0.0009412977,0.0001056886,0.0001198091,0.0004184088,0.000227784],"domain_scores_gemma":[0.9788185,0.01352973,0.004498275,0.0006087968,0.001363266,0.001181437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007902077,0.0001683299,0.9829074,0.00002553595,0.00001360893,0.00007046205,0.004421836,0.00005439882,0.0002305814,0.00004025768,0.00004774372,0.01194103],"study_design_scores_gemma":[0.000003569667,0.0001788368,0.9938442,0.00004416941,0.00001801851,0.0001358649,0.004951698,0.0004024841,0.0002028815,0.00004218382,0.0001707244,0.000005384667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999222,0.00006783982,0.00006671339,0.00007773544,0.000002009339,0.000007579943,0.000007241294,0.000001766926,0.000546963],"genre_scores_gemma":[0.9996339,0.00006814036,0.0001339896,0.00001334155,0.000001688445,0.000004068407,0.000009612461,7.595991e-7,0.0001345506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03260497,"threshold_uncertainty_score":0.06483036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235548229933977,"score_gpt":0.4890757359113899,"score_spread":0.4667202536120502,"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."}}