{"id":"W4408851875","doi":"10.3138/cjgim.2024.1106","title":"General internal medicine in research: Where should we go?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Traditional medicine; Intensive care medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1775565,0.002030102,0.008890654,0.007646019,0.01840999,0.04243717,0.007378457,0.05339533,0.03998668],"category_scores_gemma":[0.2100752,0.003019999,0.004502734,0.01288712,0.04802265,0.05041148,0.02532932,0.05998036,0.006674702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06388379,"about_ca_system_score_gemma":0.2397025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2289164,"about_ca_topic_score_gemma":0.407439,"domain_scores_codex":[0.8904222,0.05319212,0.01177566,0.005901337,0.02313114,0.01557745],"domain_scores_gemma":[0.5372149,0.1780648,0.01866204,0.01465424,0.09846907,0.152935],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002874806,0.0003470265,0.006640174,0.007626841,0.0004238683,0.0005235478,0.00333071,0.000187659,0.0001893653,0.04277181,0.7840456,0.1536258],"study_design_scores_gemma":[0.0006755539,0.0003495895,0.02200683,0.05940916,0.0008171879,0.0007036067,0.02332832,0.0002380665,0.0001344586,0.06959285,0.8222103,0.0005340291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001512511,0.05462306,0.00008767493,0.9337473,0.009712148,0.00001298058,0.00003638865,0.00002585924,0.001603409],"genre_scores_gemma":[0.01667061,0.1819896,0.002696946,0.7518746,0.0435943,0.0001457202,0.0001555628,0.00009721009,0.002775427],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8224435,"threshold_uncertainty_score":0.9390198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3714628896961258,"score_gpt":0.5203599624763912,"score_spread":0.1488970727802653,"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."}}