{"id":"W3087792475","doi":"10.25011/cim.v43i3.34522","title":"Overview of the Canadian Clinician Investigator Trainees’ research presented at the 2019 CSCI-CITAC Joint Meeting","year":2020,"lang":"en","type":"review","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Calgary; University of Toronto; Western University; Université de Montréal; University of British Columbia; Queen's University","funders":"Canadian Institutes of Health Research; Dalhousie University; Canadian Child Health Clinician Scientist Program","keywords":"Library science; Presentation (obstetrics); Gerontology; Medicine; Theme (computing); Medical education; Psychology; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.03645578,0.001673124,0.001326775,0.01537334,0.01072087,0.01004029,0.004614852,0.003506213,0.05900145],"category_scores_gemma":[0.02291838,0.001434565,0.001546274,0.01841332,0.002253836,0.002615058,0.006652008,0.005745758,0.01439543],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1018211,"about_ca_system_score_gemma":0.3391249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8080048,"about_ca_topic_score_gemma":0.9008211,"domain_scores_codex":[0.9779623,0.003181125,0.001071691,0.001159464,0.01069575,0.005929768],"domain_scores_gemma":[0.9477869,0.001590978,0.001028804,0.0004775364,0.03286326,0.01625245],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001556101,0.00006136707,0.00188351,0.002536327,0.00003123476,0.0001790595,0.001446033,0.0001369472,0.0003424605,0.005087128,0.8663294,0.1218109],"study_design_scores_gemma":[0.00001778291,0.00003172939,0.004947301,0.001960813,0.00001992633,0.00006305288,0.001235802,0.00002416851,0.00007075556,0.0003371227,0.9912615,0.00003000594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004162982,0.2578054,0.005867874,0.3534382,0.06775878,0.007314351,0.02224372,0.0007982306,0.2806106],"genre_scores_gemma":[0.04666214,0.5563173,0.02309,0.06770357,0.0188629,0.007321849,0.03546191,0.0007958217,0.2437845],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9635442,"threshold_uncertainty_score":0.738767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8715735473227012,"score_gpt":0.6013493962165773,"score_spread":0.2702241511061239,"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."}}