{"id":"W2625681443","doi":"10.15173/m.v1i27.1161","title":"The Elephant in the Room: Addressing Student Mental Health at McMaster University","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Peer review; Medicine; Psychology; Medical education; Psychiatry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00350628,0.0004857896,0.0003600107,0.0008426126,0.02344516,0.007038829,0.002735734,0.004696602,0.04753924],"category_scores_gemma":[0.004901908,0.00063118,0.0003804225,0.0007890046,0.007150063,0.00365968,0.01323335,0.00858228,0.003546095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110163,"about_ca_system_score_gemma":0.06292794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1233907,"about_ca_topic_score_gemma":0.6252787,"domain_scores_codex":[0.9964185,0.001168761,0.00005360872,0.0001666385,0.0005582605,0.001634261],"domain_scores_gemma":[0.9801275,0.0005800404,0.0002508748,0.0001698644,0.0006119063,0.01825985],"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":[0.0000348326,0.0003564907,0.006571611,0.0002135288,0.000009454751,0.000733739,0.01226902,0.00005875039,0.0005158839,0.002081248,0.8993806,0.07777486],"study_design_scores_gemma":[0.0000547168,0.0003029076,0.03086443,0.001055954,0.00002333502,0.0006036597,0.1291067,0.0002623803,0.0008435525,0.004526569,0.8322457,0.0001101009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04067592,0.007912418,0.0005983244,0.8739556,0.00939235,0.0001759623,0.0001760405,0.0003757335,0.06673767],"genre_scores_gemma":[0.4342059,0.01305756,0.004066784,0.2464137,0.005063152,0.0003794642,0.0002074231,0.0004205143,0.2961854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8766093,"threshold_uncertainty_score":0.2453449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371634954610712,"score_gpt":0.4012515629335078,"score_spread":0.3375352133874007,"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."}}