{"id":"W4221130752","doi":"10.25011/cim.v45i1.38228","title":"A Discussion With Dr. Philippe Campeau, Medical Geneticist and Clinician-Scientist","year":2022,"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":true,"ca_institutions":"Université de Montréal; Queen's University","funders":"","keywords":"Mentorship; Honor; Geneticist; Medical education; Advice (programming); Medicine; Psychology; Engineering ethics; Family medicine; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.02262543,0.00115438,0.001503242,0.001402885,0.01158236,0.007651853,0.003816049,0.02765803,0.0107575],"category_scores_gemma":[0.08931993,0.0009578363,0.001617528,0.0012814,0.008817095,0.0123541,0.004928903,0.05790712,0.005178531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007197188,"about_ca_system_score_gemma":0.01465647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008105687,"about_ca_topic_score_gemma":0.01633385,"domain_scores_codex":[0.9837519,0.007946829,0.0009379986,0.002297013,0.003751572,0.001314809],"domain_scores_gemma":[0.941546,0.02884864,0.001997461,0.001250092,0.01054389,0.01581391],"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":[0.0000229975,0.0000222681,0.0003411911,0.0001129403,0.00001099929,0.0009152163,0.002799225,0.00003852509,0.0001260352,0.004981379,0.9827753,0.007854005],"study_design_scores_gemma":[0.00001870046,0.00003785938,0.0002797435,0.0004147092,0.00001463825,0.003565176,0.005517943,0.00008282469,0.0001921655,0.003829463,0.9859918,0.00005505672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002176843,0.003659008,0.0003912008,0.9662772,0.02833359,0.00001355059,0.00001530027,0.00001846414,0.001074047],"genre_scores_gemma":[0.003895649,0.004119087,0.0008512726,0.962633,0.0218476,0.00005349428,0.00001536688,0.00005476062,0.006529791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02765803,"threshold_uncertainty_score":0.1196561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3419079136966862,"score_gpt":0.4794710850839616,"score_spread":0.1375631713872754,"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."}}