{"id":"W7015921562","doi":"","title":"Tracking trends in Canadian gastroenterology research","year":2007,"lang":"en","type":"article","venue":"PubMed Central","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tracking (education); MEDLINE; Tracking system; Video recording","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009198464,0.00117804,0.001144388,0.04615777,0.003395781,0.006503635,0.003155771,0.001255474,0.01234874],"category_scores_gemma":[0.06275512,0.000723448,0.001433355,0.07109156,0.000837874,0.003018809,0.002329091,0.002286938,0.002517344],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07894355,"about_ca_system_score_gemma":0.2221413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835953,"about_ca_topic_score_gemma":0.9858847,"domain_scores_codex":[0.9824312,0.0008481556,0.001886072,0.0009826063,0.01116108,0.002690878],"domain_scores_gemma":[0.8616909,0.01163011,0.01262355,0.002419004,0.09757162,0.0140647],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000530181,0.0001348689,0.3116069,0.00535309,0.0005788716,0.00017986,0.001360205,0.00104985,0.0006118559,0.006050197,0.5028583,0.1696857],"study_design_scores_gemma":[0.0001068664,0.0001229716,0.7415099,0.00152238,0.0007501342,0.0001681437,0.002798127,0.001818344,0.001121524,0.0006347374,0.2493265,0.000120332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1767615,0.04712794,0.002631666,0.06665154,0.003729705,0.001003874,0.5438907,0.003427447,0.1547756],"genre_scores_gemma":[0.6738197,0.05674313,0.0126438,0.007709004,0.001753999,0.0008144258,0.2109426,0.0005901903,0.03498319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9908015,"threshold_uncertainty_score":0.5727782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2030770434255695,"score_gpt":0.4504852105249372,"score_spread":0.2474081670993677,"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."}}