{"id":"W2768306036","doi":"10.2196/mental.8369","title":"School Counselors’ Perspectives of a Web-Based Stepped Care Mental Health Service for Schools: Cross-Sectional Online Survey","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Society for Mental Health Research; HSBC Bank USA","keywords":"Mental health; Confidentiality; Context (archaeology); Medical education; Service (business); Psychology; The Internet; Service provider; Cross-sectional study; Medicine; Nursing; Applied psychology; Psychiatry; Computer science; World Wide Web; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001355894,0.0004337483,0.0007210749,0.0002553457,0.001940291,0.000211629,0.0007975135,0.0001875887,0.0004867486],"category_scores_gemma":[0.00008235133,0.000465382,0.0003304239,0.0002240332,0.0002596239,0.0004999465,0.0001452672,0.0004847905,0.000208454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806327,"about_ca_system_score_gemma":0.001873719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01283602,"about_ca_topic_score_gemma":0.02343376,"domain_scores_codex":[0.995364,0.0004901472,0.001462615,0.0009578968,0.0006451869,0.001080176],"domain_scores_gemma":[0.9958864,0.0001259234,0.001543686,0.001062927,0.0005238892,0.0008571236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008587128,0.009967238,0.8998543,0.004657767,0.0003452063,0.000003585311,0.0130809,0.000007090215,0.00005929963,0.002079936,0.04807022,0.01328731],"study_design_scores_gemma":[0.009768118,0.003840144,0.9647359,0.0006184934,0.00000449558,0.00001896584,0.01462941,0.0001027522,0.0000342124,0.00008065547,0.005824172,0.0003426444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371912,0.00190032,0.00004405623,0.01118307,0.003621459,0.005553236,0.0396415,0.0001576342,0.0007074553],"genre_scores_gemma":[0.9891064,0.0000289125,0.0008769702,0.002688158,0.0002389424,0.0007114829,0.004634165,0.00009762147,0.001617331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06488162,"threshold_uncertainty_score":0.9997798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08584660808237106,"score_gpt":0.4869093149805799,"score_spread":0.4010627068982088,"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."}}