{"id":"W4388551675","doi":"10.1186/s12919-023-00278-7","title":"Abstracts from the Student Medical Summit 2023","year":2023,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ottawa Hospital; Lunenfeld-Tanenbaum Research Institute; University of Ottawa; Translational Research in Oncology; Hospital for Sick Children; University of Toronto; SickKids Foundation; Institute for Clinical Evaluative Sciences","funders":"Trinity College Dublin; University College Dublin","keywords":"Summit; Medicine; Survival analysis; Proportional hazards model; Internal medicine; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002773495,0.001704246,0.001151244,0.004156554,0.001580585,0.004050627,0.001163329,0.002099457,0.4376722],"category_scores_gemma":[0.005512881,0.0003337786,0.00134247,0.002777451,0.0004026416,0.001044083,0.003523787,0.001973822,0.212978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250715,"about_ca_system_score_gemma":0.003896301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703619,"about_ca_topic_score_gemma":0.01515446,"domain_scores_codex":[0.9983089,0.0002148034,0.0001735179,0.0001136841,0.0008484183,0.0003407136],"domain_scores_gemma":[0.9951929,0.0004328584,0.0002354135,0.0001391609,0.002204479,0.001795288],"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":[0.0002118141,0.00006057578,0.0004858953,0.0004445856,0.0000164845,0.00008740857,0.00002885256,0.00004216472,0.0001263169,0.0001594471,0.9620706,0.03626578],"study_design_scores_gemma":[0.00009382132,0.0000892798,0.008929002,0.001062109,0.00002900363,0.00007221788,0.0001063695,0.00009295459,0.000244835,0.0004901804,0.9887711,0.00001912861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01248468,0.04948059,0.001310038,0.1020833,0.225125,0.001802903,0.08915108,0.001574115,0.5169883],"genre_scores_gemma":[0.02220467,0.01459864,0.000497131,0.01064379,0.03974422,0.0007945786,0.02764383,0.0005724964,0.8833007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4376722,"threshold_uncertainty_score":0.8020923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721837925072952,"score_gpt":0.3382353206822895,"score_spread":0.30101694143156,"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."}}