{"id":"W2624406729","doi":"10.1503/cmaj.161100","title":"A reflection on practising medicine “up North”","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; University of Ottawa","funders":"","keywords":"Reflection (computer programming); Data science; Computer science; Medicine; World Wide Web; Medical education","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01971409,0.001440465,0.0009496042,0.001040717,0.02571476,0.014263,0.003288982,0.02843486,0.01400563],"category_scores_gemma":[0.05714846,0.001162251,0.001943336,0.0009456898,0.03012615,0.01975375,0.01640078,0.08426276,0.003880152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249792,"about_ca_system_score_gemma":0.01475865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838937,"about_ca_topic_score_gemma":0.0332734,"domain_scores_codex":[0.9591737,0.02687082,0.0009633543,0.00202101,0.00603357,0.004937501],"domain_scores_gemma":[0.9634085,0.01325779,0.002136686,0.001296117,0.006616365,0.01328455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008508408,0.0002117734,0.0008994623,0.0003345401,0.00003517962,0.00368134,0.2494902,0.0001311607,0.0009917314,0.02904703,0.697484,0.01760859],"study_design_scores_gemma":[0.00002491279,0.00007892163,0.0007710956,0.0008868923,0.0000101892,0.001192823,0.1563835,0.00005808804,0.0001897747,0.003677003,0.8366594,0.00006739718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004085774,0.003356148,0.0006650052,0.9533927,0.0222528,0.00002889458,0.00001462859,0.00004261973,0.01616135],"genre_scores_gemma":[0.0761801,0.003628416,0.001088866,0.8839275,0.005413134,0.00007638359,0.00001672954,0.0001295744,0.02953933],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9816107,"threshold_uncertainty_score":0.1042593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606714692970292,"score_gpt":0.4701075835376629,"score_spread":0.3840404366079599,"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."}}