{"id":"W4281287505","doi":"10.2196/37334","title":"Morbidity Patterns in Primary Care in Hong Kong: Protocol for a Practice-Based Morbidity Survey","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Referral; Public health; Descriptive statistics; Documentation; Health care; Population; Medical prescription; Medical record; Nursing; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01964393,0.001861141,0.002024102,0.003100249,0.002868326,0.001607527,0.001763886,0.001511211,0.01804425],"category_scores_gemma":[0.01098487,0.001703789,0.001879585,0.003518007,0.001110545,0.001536901,0.001977322,0.001712741,0.005395811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007506743,"about_ca_system_score_gemma":0.01765915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02625681,"about_ca_topic_score_gemma":0.03814309,"domain_scores_codex":[0.9877446,0.005739939,0.003515501,0.0009533937,0.001156069,0.0008904766],"domain_scores_gemma":[0.9887353,0.001302178,0.002412403,0.001371822,0.004800844,0.001377526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03266717,0.02369176,0.4681394,0.02757546,0.001371747,0.002060052,0.01282761,0.008477608,0.006060086,0.003773027,0.2548113,0.1585448],"study_design_scores_gemma":[0.01407915,0.01038911,0.8445881,0.002491315,0.0004050505,0.0004117231,0.007942732,0.004363408,0.001591834,0.001009306,0.1124045,0.000323698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02336559,0.0001814881,0.002920137,0.0003122445,0.0001194255,0.9309139,0.03828551,0.000129445,0.003772247],"genre_scores_gemma":[0.01931699,0.0002112998,0.006958283,0.0003161922,0.00003946299,0.9614293,0.01049871,0.00001292565,0.001216809],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02625681,"threshold_uncertainty_score":0.1038883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5365553928857173,"score_gpt":0.6644683318013965,"score_spread":0.1279129389156792,"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."}}