{"id":"W4205102419","doi":"10.22454/fammed.2022.598895","title":"Students of Change: Health Policy in Action","year":2022,"lang":"en","type":"article","venue":"Family Medicine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Family and Community Medicine, University of Toronto","keywords":"Action (physics); Curriculum; Health policy; Test (biology); Call to action; Health education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02983357,0.0006252528,0.0006629031,0.002056169,0.01332249,0.01722457,0.002122042,0.00947934,0.01985469],"category_scores_gemma":[0.0479406,0.0005612636,0.0006360445,0.002359635,0.02375502,0.01651688,0.01970351,0.01626797,0.001331276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01706981,"about_ca_system_score_gemma":0.04195957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007172558,"about_ca_topic_score_gemma":0.008693507,"domain_scores_codex":[0.9652056,0.02429236,0.0007877946,0.001901335,0.003082881,0.004729969],"domain_scores_gemma":[0.9602929,0.0194718,0.003684882,0.002634939,0.002998071,0.01091732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008476382,0.0008664623,0.02615805,0.0009086718,0.00004889131,0.0004683294,0.1265824,0.0006362384,0.0003957491,0.4665358,0.185299,0.1920157],"study_design_scores_gemma":[0.00005121593,0.0001860757,0.0147551,0.00160751,0.00002787381,0.0001752826,0.13947,0.0007607192,0.0005031457,0.1383253,0.7040715,0.00006626096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04092624,0.003758125,0.008333188,0.8213137,0.004755734,0.000504546,0.0001946887,0.0002391229,0.1199747],"genre_scores_gemma":[0.8299898,0.003487624,0.009815867,0.1303406,0.001864315,0.0008355481,0.0002571089,0.0001509424,0.02325827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02983357,"threshold_uncertainty_score":0.1577769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2155613255537298,"score_gpt":0.4779819193804407,"score_spread":0.2624205938267109,"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."}}