{"id":"W2918634083","doi":"10.1177/0706743718819491","title":"Investing in Our Future: Importance of Postsecondary Student Mental Health Research","year":2019,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Postsecondary education; Medical education; Applied psychology; Gerontology; Medicine; Psychiatry; Higher education; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0253692,0.004432769,0.007666756,0.008642094,0.008118517,0.02022308,0.007336795,0.04374944,0.01144495],"category_scores_gemma":[0.08136816,0.002091979,0.004626636,0.004622336,0.005631681,0.007921856,0.003197031,0.03561864,0.006736076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408326,"about_ca_system_score_gemma":0.02312872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01601817,"about_ca_topic_score_gemma":0.05329973,"domain_scores_codex":[0.9816405,0.003197421,0.002554006,0.001618034,0.009582507,0.001407633],"domain_scores_gemma":[0.842088,0.06330222,0.007121574,0.003192741,0.05798249,0.02631293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002495034,0.00001176789,0.00003660641,0.0003101529,0.00002781867,0.00006006306,0.00002097712,0.00000867825,0.00001276791,0.000180801,0.9965292,0.002776162],"study_design_scores_gemma":[0.000188062,0.00004325998,0.0009346701,0.002254961,0.0002563948,0.0002861172,0.0003440294,0.0001704402,0.00005823998,0.00171766,0.9936839,0.00006233817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001729462,0.007313097,0.00002074583,0.04772416,0.9444845,0.000007783492,0.00002174687,0.00001515314,0.0003955708],"genre_scores_gemma":[0.0002728743,0.004262968,0.00004090904,0.02119598,0.9724005,0.00001317917,0.00001354893,0.0000128882,0.001786997],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04374944,"threshold_uncertainty_score":0.1341667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964027407330143,"score_gpt":0.3998015058288181,"score_spread":0.3501612317555167,"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."}}