{"id":"W2993681194","doi":"10.36834/cmej.42191","title":"How research-based theatre is a solution for community engagement and advocacy at regional medical campuses: The Health and Equity through Advocacy, Research, and Theatre (HEART) program","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Regional Municipality of Niagara","funders":"McMaster University","keywords":"Equity (law); Gender equity; Community engagement; Public relations; Political science; Medical education; Public administration; Sociology; Medicine; Law; Social 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":[0.04447393,0.001164265,0.0005432814,0.001725061,0.01699377,0.01729297,0.004886896,0.008097345,0.0160951],"category_scores_gemma":[0.04264717,0.0009736314,0.002026525,0.0007354459,0.02011065,0.01670518,0.03380255,0.01499782,0.004512523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00522457,"about_ca_system_score_gemma":0.02351908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290701,"about_ca_topic_score_gemma":0.005047191,"domain_scores_codex":[0.9532289,0.03809656,0.0007880211,0.001383803,0.002691237,0.003811431],"domain_scores_gemma":[0.9569988,0.01379398,0.002221095,0.00447531,0.003238842,0.019272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002282669,0.002086558,0.005328458,0.002300647,0.0001213414,0.003206384,0.3585362,0.001123597,0.004556296,0.1017489,0.2041395,0.316624],"study_design_scores_gemma":[0.0001498895,0.0007399736,0.002566064,0.002045976,0.00008065325,0.001868709,0.260738,0.001159306,0.002068135,0.04063551,0.6877881,0.0001596823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09921768,0.004322973,0.1144177,0.5975161,0.01482924,0.002441427,0.000203864,0.002182897,0.1648681],"genre_scores_gemma":[0.7048771,0.004998274,0.1665374,0.06277791,0.002082733,0.00310561,0.000204956,0.0008350866,0.05458101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04447393,"threshold_uncertainty_score":0.2352034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3344668916023085,"score_gpt":0.5609003290686831,"score_spread":0.2264334374663747,"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."}}