{"id":"W2577529856","doi":"10.1177/004947550003000233","title":"Reply from Dr Kevin Kain","year":2000,"lang":"en","type":"article","venue":"Tropical Doctor","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001411968,0.0001459872,0.0003381585,0.00002567211,0.0003429617,0.000007840837,0.0001774296,0.0002827891,0.03362069],"category_scores_gemma":[0.000108656,0.0001120753,0.00007856451,0.0000836472,0.00003721731,0.00005572073,0.00003298166,0.0007125571,0.01026871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214846,"about_ca_system_score_gemma":0.0001489687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004956841,"about_ca_topic_score_gemma":0.0008536617,"domain_scores_codex":[0.9975663,0.0007021252,0.0005919462,0.0003466015,0.000241307,0.0005517339],"domain_scores_gemma":[0.9986498,0.0004091634,0.00006861208,0.0004829483,0.00005347832,0.0003359708],"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":[0.0005783748,0.0003703657,0.2241751,0.0007001829,0.0001287312,0.0001358402,0.0136152,0.000001730142,0.0004604525,0.03599128,0.4850991,0.2387436],"study_design_scores_gemma":[0.0004249994,0.00006259097,0.2604189,0.0001186349,0.000004384468,3.817004e-7,0.0003773714,0.00001371368,0.000004871808,0.0006458285,0.7378301,0.00009817584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283588,0.000656924,0.00003298437,0.02590576,0.0006878644,0.0004756828,0.00006383525,0.0002333243,0.04358482],"genre_scores_gemma":[0.9292362,0.0003046317,0.0003059618,0.009697559,0.003548807,0.0001323665,0.00002288844,0.00003659141,0.056715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.252731,"threshold_uncertainty_score":0.9905019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098903912715773,"score_gpt":0.4452688493358981,"score_spread":0.3353784580643207,"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."}}