{"id":"W4392973023","doi":"10.26443/mjgh.v11i1.1335","title":"From concern to commitment","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Global Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Inclusion (mineral); Equity (law); Feeling; Representation (politics); Medical education; Population; Indigenous; Health equity; Health care; Public relations; Psychology; Medicine; Political science; Social psychology; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006172238,0.0005094694,0.0005585124,0.0009588151,0.01775992,0.01076331,0.00156712,0.003250294,0.02534081],"category_scores_gemma":[0.02494189,0.0003147859,0.0004916713,0.0008427078,0.01808094,0.006756724,0.01633561,0.0134584,0.004783203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008247518,"about_ca_system_score_gemma":0.01715241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02022674,"about_ca_topic_score_gemma":0.01909557,"domain_scores_codex":[0.9814857,0.008205093,0.0003437981,0.001441685,0.005482173,0.003041669],"domain_scores_gemma":[0.9811447,0.002837461,0.001517652,0.001222952,0.003846001,0.009431127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007799661,0.0002055035,0.0166618,0.0002762347,0.00007298684,0.001527281,0.4113259,0.0001216808,0.001873231,0.2253659,0.2382291,0.1042623],"study_design_scores_gemma":[0.00001246328,0.0000887576,0.003973044,0.0005019479,0.00001499228,0.0006952914,0.3097605,0.0001265255,0.0002944566,0.02929822,0.6551782,0.00005553832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1616856,0.003050316,0.008539013,0.4417641,0.006499099,0.0001738184,0.0001389042,0.0002844605,0.3778648],"genre_scores_gemma":[0.8029494,0.001666992,0.001475528,0.08678173,0.0006864262,0.0001333432,0.00007772037,0.0002174716,0.1060115],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02534081,"threshold_uncertainty_score":0.08477348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08980653862420401,"score_gpt":0.4860153385098375,"score_spread":0.3962087998856335,"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."}}