{"id":"W2529509190","doi":"10.3138/9781442677616-005","title":"CHAPTER THREE. The Canada International Scientific Exchange Program in Otolaryngology","year":2001,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Otorhinolaryngology; Library science; Computer science; Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000469172,0.0001339884,0.0002009798,0.00003064125,0.00009498408,0.00001361787,0.0003742292,0.00009669142,0.001123785],"category_scores_gemma":[0.000003421719,0.0001252202,0.0001061621,0.000001488103,0.0002567186,0.00004053061,0.0001992593,0.0001302501,0.000004508346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795117,"about_ca_system_score_gemma":0.0002355237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.734431,"about_ca_topic_score_gemma":0.9549942,"domain_scores_codex":[0.9991807,0.000008421755,0.000117213,0.0002639249,0.0002928023,0.0001369517],"domain_scores_gemma":[0.9992123,0.00001521242,0.0001042427,0.0004261635,0.0001545642,0.0000875743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009264928,0.0004983614,0.002515844,0.0003660013,0.001855269,0.001527992,0.003824509,0.000008565315,0.0001181017,0.6811672,0.03483707,0.2723546],"study_design_scores_gemma":[0.0004626334,0.00003960798,0.004668317,0.0001198776,0.0001687808,0.000009956916,0.00002531522,0.0001042622,0.000007132096,0.0002220245,0.9940634,0.0001086547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006939013,0.001467556,0.00002211547,0.0002272942,0.0001960565,0.0007271864,0.00008284458,0.0000244171,0.9965586],"genre_scores_gemma":[0.02312114,0.0002320357,0.000091799,0.0001280968,0.00007499151,0.000004496615,0.0001325653,0.00001873534,0.9761961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9592264,"threshold_uncertainty_score":0.9997893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623816834590436,"score_gpt":0.2249763217066912,"score_spread":0.1987381533607868,"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."}}