{"id":"W7015465953","doi":"","title":"Student Mental Health Framework: A Guide for Supporting Students in Distress","year":2009,"lang":"en","type":"report","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Set (abstract data type); Distress; Mental health service; Service (business); Mental distress","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":[0.01128559,0.001521867,0.001169152,0.003567236,0.005869875,0.006049443,0.005995895,0.005410591,0.04318747],"category_scores_gemma":[0.01407633,0.002349779,0.001166095,0.003512123,0.002170122,0.003943725,0.007115578,0.008356075,0.0340535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01639696,"about_ca_system_score_gemma":0.1276164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2643942,"about_ca_topic_score_gemma":0.5823633,"domain_scores_codex":[0.9933562,0.002690831,0.0007648961,0.0001964575,0.002017305,0.0009742617],"domain_scores_gemma":[0.9875299,0.001486555,0.0005464775,0.0004560487,0.006381595,0.003599482],"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":[0.00001133791,0.000170887,0.0007686525,0.0001725254,0.000003032063,0.00017854,0.002266402,0.0002563909,0.000103293,0.004461552,0.9095568,0.08205067],"study_design_scores_gemma":[0.00003607774,0.00005073372,0.002923978,0.0008748673,0.000005943369,0.0003715525,0.004270454,0.0001724106,0.0001280819,0.003568107,0.9875236,0.00007421524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009492246,0.01690403,0.06975519,0.2012877,0.005500419,0.03119302,0.02710074,0.0120659,0.6267008],"genre_scores_gemma":[0.02579186,0.03116331,0.3013504,0.04421449,0.0005620964,0.03336763,0.0232238,0.002618538,0.537708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2643942,"threshold_uncertainty_score":0.5257106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742416788265223,"score_gpt":0.2965946587114064,"score_spread":0.2791704908287542,"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."}}