{"id":"W4408811146","doi":"10.3138/cim-48-1-news","title":"Newsletter Spring 2025: Clinician Scientist Trainee Asscociation of Canada (CITAC)","year":2025,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Spring (device); Medicine; Family medicine; Gerontology; Library science; Medical education; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004879667,0.001134187,0.001248007,0.002551323,0.006815945,0.009496014,0.002079871,0.02106291,0.3624742],"category_scores_gemma":[0.01143809,0.0009116178,0.001280705,0.001355668,0.001364717,0.001152811,0.002590893,0.007401892,0.1457417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0144429,"about_ca_system_score_gemma":0.09474131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4757263,"about_ca_topic_score_gemma":0.7931089,"domain_scores_codex":[0.9935966,0.0002918265,0.0001568433,0.0002687032,0.004208494,0.001477594],"domain_scores_gemma":[0.9716052,0.001716153,0.0006018458,0.0004338897,0.01364107,0.01200179],"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":[0.00001592936,0.00001618241,0.0001208801,0.00001630212,0.000001335966,0.00002279102,0.000005725387,0.000009825563,0.00005444684,0.0001218583,0.9971452,0.002469522],"study_design_scores_gemma":[0.0000452936,0.00002636101,0.001914976,0.0000591461,0.000005744476,0.00002022897,0.000106491,0.00008495938,0.00008078849,0.0001280826,0.9975126,0.00001519528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003110677,0.005118786,0.0006644416,0.3945514,0.1681197,0.001392478,0.009705143,0.001450122,0.4158872],"genre_scores_gemma":[0.001964062,0.0008361793,0.0002351173,0.03252207,0.005221836,0.0001161779,0.001111354,0.0001078476,0.9578853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9855571,"threshold_uncertainty_score":0.9459146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3567315667897442,"score_gpt":0.4795568252032142,"score_spread":0.1228252584134701,"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."}}