{"id":"W1957512041","doi":"10.25011/cim.v31i5.4867","title":"The number, scope and geographic distribution of clinical researchers in Canada","year":2008,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Population; Clinical research; Fiscal year; Salary; Clinical trial; Medicine; Scope (computer science); Family medicine; Grant funding; Political science; Medical education; Environmental health; Public administration","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009138629,0.0003489687,0.0005241607,0.006623778,0.003602795,0.003538071,0.002292918,0.0007736366,0.003393576],"category_scores_gemma":[0.02783963,0.0004727184,0.0005026415,0.01205019,0.002369653,0.001071235,0.003289097,0.000894677,0.0007229813],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03897598,"about_ca_system_score_gemma":0.1445124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420981,"about_ca_topic_score_gemma":0.9490206,"domain_scores_codex":[0.9853197,0.003028108,0.001446633,0.001638255,0.005803617,0.002763659],"domain_scores_gemma":[0.9382274,0.007503856,0.01315541,0.001319236,0.02207367,0.01772053],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002742179,0.00004589503,0.9146996,0.000658636,0.0001627735,0.0003206442,0.003806548,0.0004744526,0.0004179992,0.00222925,0.02005782,0.0568523],"study_design_scores_gemma":[0.00008568778,0.00008610984,0.9631916,0.0006020845,0.0000981462,0.0005585359,0.007618672,0.000577619,0.000194728,0.0005032818,0.02644041,0.00004315611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241195,0.05493537,0.002567745,0.04524508,0.0003146538,0.000686462,0.02271777,0.000372812,0.04904055],"genre_scores_gemma":[0.969639,0.01666442,0.003243955,0.002651004,0.0001345948,0.0003417053,0.00367922,0.00003447654,0.003611736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9933762,"threshold_uncertainty_score":0.2827919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6080924653003937,"score_gpt":0.5259697258320621,"score_spread":0.0821227394683316,"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."}}