{"id":"W2960153238","doi":"10.1186/s12889-019-7255-6","title":"Developing a coordinated Canadian post-secondary surveillance system: a Delphi survey to identify measurement priorities for the Canadian Campus Wellbeing Survey (CCWS)","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Vancouver Coastal Health","funders":"University of British Columbia; Simon Fraser University; University of Toronto; Concordia University; Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; Mount Royal University; McMaster University; Acadia University","keywords":"Medicine; Mental health; Delphi method; Psychological intervention; Health services research; Public health; Context (archaeology); Service provider; Nursing; Medical education; Family medicine; Service (business); Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1308424,0.0009888889,0.0008509849,0.007239882,0.01174997,0.003765619,0.003370315,0.001143665,0.005141079],"category_scores_gemma":[0.0669181,0.000900596,0.001286731,0.006314711,0.002703476,0.002291798,0.007707756,0.002435675,0.0007422051],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08127666,"about_ca_system_score_gemma":0.3131375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8847666,"about_ca_topic_score_gemma":0.888725,"domain_scores_codex":[0.9446833,0.03096114,0.004296269,0.002490091,0.009942507,0.007626671],"domain_scores_gemma":[0.9238871,0.009104947,0.002253063,0.002228807,0.05550931,0.007016801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005589207,0.0006904475,0.1434644,0.006438801,0.0002252714,0.0009750586,0.2657059,0.004095647,0.006951206,0.0227509,0.1366364,0.4115071],"study_design_scores_gemma":[0.0004213193,0.0009112399,0.2863749,0.006883657,0.0001641078,0.0002553048,0.3911622,0.01423119,0.003202365,0.008871907,0.2869093,0.0006126215],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4133804,0.002862549,0.1495451,0.0513164,0.001525386,0.2829712,0.01661168,0.001013604,0.08077364],"genre_scores_gemma":[0.5691255,0.002015429,0.3056795,0.006937305,0.0001047101,0.1027616,0.005245729,0.0001597908,0.007970387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9187233,"threshold_uncertainty_score":0.6919692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891630940857919,"score_gpt":0.4327252368096829,"score_spread":0.243562142723891,"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."}}