{"id":"W4200144134","doi":"10.29173/jchla29565","title":"Are Canadian medicine librarians directly supporting medical student health and wellness? A nation-wide survey","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medical education; Medicine; Psychology; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004366167,0.0001472507,0.0004322953,0.003651062,0.003355529,0.0028808,0.001368475,0.001047193,0.004367627],"category_scores_gemma":[0.02034366,0.0003765955,0.0003359336,0.0114227,0.00111025,0.001560253,0.001657848,0.001095281,0.0007514986],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196128,"about_ca_system_score_gemma":0.02883825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8601223,"about_ca_topic_score_gemma":0.9213388,"domain_scores_codex":[0.9938644,0.0009010583,0.0006395447,0.0005075394,0.003078149,0.001009251],"domain_scores_gemma":[0.9748861,0.003151696,0.006889724,0.0007269423,0.008720638,0.005624851],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003621802,0.00005572073,0.9659135,0.0002406701,0.00003493612,0.00009737109,0.006301301,0.00001298083,0.0000960391,0.0001221428,0.01140962,0.01567955],"study_design_scores_gemma":[0.000003811555,0.00002094126,0.9766051,0.0001295675,0.0000154944,0.00008689104,0.01531894,0.00003725067,0.00003711727,0.00001419521,0.007717316,0.00001339101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518913,0.003557863,0.0001319671,0.0139281,0.00006093718,0.0001936142,0.0116119,0.00004048219,0.01858384],"genre_scores_gemma":[0.9886136,0.002790124,0.0003448096,0.004018269,0.00003395844,0.000091378,0.002703838,0.00001183305,0.001392219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9956338,"threshold_uncertainty_score":0.2814029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069074867311565,"score_gpt":0.3628655116690832,"score_spread":0.3421747629959676,"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."}}