{"id":"W3014785943","doi":"10.29392/001c.12223","title":"Academic careers in global pulmonary and critical care medicine: perspectives from experts in the field","year":2020,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Career Pathways; Medical education; Global health; Medicine; Professional development; Experiential learning; Engineering ethics; Health care; Political science; Nursing; Psychology; Pedagogy; Public health; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0357333,0.0006563994,0.0006483446,0.001806993,0.01920609,0.01554555,0.001924639,0.006932986,0.006285111],"category_scores_gemma":[0.03841638,0.0004476445,0.0008362589,0.00163013,0.01106215,0.01309083,0.01307305,0.0156866,0.00120816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005543336,"about_ca_system_score_gemma":0.01712157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705729,"about_ca_topic_score_gemma":0.009408562,"domain_scores_codex":[0.9781782,0.01372444,0.0006645989,0.0008701659,0.002772244,0.003790402],"domain_scores_gemma":[0.9297253,0.02943758,0.00317436,0.0008296263,0.009165497,0.02766773],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008901386,0.0002796093,0.01093159,0.001213444,0.00004457292,0.002798259,0.6386787,0.0001549356,0.0009188598,0.03476392,0.2538771,0.05625005],"study_design_scores_gemma":[0.00002175068,0.0001014428,0.002602074,0.001578844,0.00001788693,0.001324291,0.7314253,0.00008399261,0.00018598,0.007757576,0.2548412,0.00005956547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06403121,0.02541655,0.00122405,0.8682067,0.01019316,0.00005740684,0.0000626677,0.00003182156,0.03077644],"genre_scores_gemma":[0.6067763,0.04752415,0.003304124,0.316635,0.007799922,0.0001661485,0.00008747506,0.0001032101,0.0176038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9642667,"threshold_uncertainty_score":0.188978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824440209449272,"score_gpt":0.4086200897912004,"score_spread":0.3803756876967077,"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."}}