{"id":"W4396981098","doi":"10.69520/jipe.v6i.170","title":"Designing and Implementing Health and Wellness Programs: Positioning Health and Wellness at the Forefront of a Polytechnic Institution","year":2024,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; George Brown College","funders":"","keywords":"Institution; Medical education; Engineering ethics; Engineering management; Engineering; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01951173,0.0006309148,0.0005876175,0.002284689,0.0171195,0.02097146,0.002306111,0.002731336,0.01156067],"category_scores_gemma":[0.01173872,0.0007285827,0.0006748539,0.001797775,0.01031199,0.006357697,0.01437163,0.007234743,0.003761554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009774696,"about_ca_system_score_gemma":0.06645167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006916109,"about_ca_topic_score_gemma":0.02150043,"domain_scores_codex":[0.9836487,0.009020614,0.0006455494,0.0008861063,0.002588114,0.003210896],"domain_scores_gemma":[0.9740043,0.003138801,0.001652544,0.001273037,0.003286052,0.01664528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001315548,0.004040669,0.06012857,0.00238993,0.000144508,0.001042566,0.06856693,0.002709387,0.008189101,0.04532075,0.05908216,0.748254],"study_design_scores_gemma":[0.00009169534,0.002539279,0.116212,0.004627839,0.0001911605,0.0008417339,0.2389255,0.001840127,0.006618357,0.02762496,0.6001205,0.0003668835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3730454,0.01055595,0.1267552,0.1940804,0.003414981,0.00378664,0.0001469423,0.001965256,0.2862493],"genre_scores_gemma":[0.702131,0.01002438,0.2201318,0.01382507,0.0006156921,0.001326533,0.0001643306,0.0004229796,0.05135813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097146,"threshold_uncertainty_score":0.1031891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159134183827105,"score_gpt":0.4425726612816349,"score_spread":0.3909813194433639,"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."}}