{"id":"W4410093086","doi":"10.1002/lary.32240","title":"Are Boot Camps an Effective Teaching Modality for Junior Otolaryngology Residents?","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University","funders":"","keywords":"Boot camp; Otorhinolaryngology; Modality (human–computer interaction); Medical education; Medicine; Psychology; Computer science; Library science; Surgery; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00186124,0.000244487,0.0003944164,0.0004778006,0.0004082009,0.0007825706,0.0007724167,0.0008714786,0.00444419],"category_scores_gemma":[0.0107133,0.0001406267,0.0002733467,0.0004431118,0.0005040108,0.001155875,0.0006900254,0.0007136015,0.0006256769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005738211,"about_ca_system_score_gemma":0.001629834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417203,"about_ca_topic_score_gemma":0.008824257,"domain_scores_codex":[0.9989899,0.0003974561,0.00004523312,0.00006056169,0.0003903448,0.0001164336],"domain_scores_gemma":[0.9958757,0.001795133,0.000725259,0.00009006454,0.0006318634,0.0008821138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002603993,0.0006775617,0.007665759,0.005421905,0.00005005104,0.0002238268,0.00101156,0.00009882256,0.000900191,0.0002548061,0.0151861,0.968249],"study_design_scores_gemma":[0.0009125356,0.01084204,0.54328,0.03533677,0.0005854266,0.005575463,0.01668658,0.001120145,0.004519285,0.003412134,0.3775249,0.0002048589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5932642,0.321867,0.004739558,0.0389248,0.004250162,0.0005070712,0.0004552304,0.0003238439,0.03566819],"genre_scores_gemma":[0.7983844,0.17919,0.01191812,0.003933551,0.002614754,0.0003031974,0.0003030925,0.00006577483,0.003287116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00444419,"threshold_uncertainty_score":0.01486725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573589526683307,"score_gpt":0.343420957982477,"score_spread":0.3276850627156439,"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."}}