{"id":"W4376276902","doi":"10.46747/cfp.6905341","title":"Natural history of abdominal pain in family practice","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University","funders":"","keywords":"Medicine; Abdominal pain; Epigastric pain; Abdomen; Natural history; Family history; Retrospective cohort study; Cohort; Internal medicine; Surgery; Vomiting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005210833,0.0001486014,0.0003153707,0.0005281968,0.00002755305,0.000006479301,0.0001292853,0.00005898429,0.000006140536],"category_scores_gemma":[0.0001174588,0.0001601874,0.00009326761,0.0004953493,0.00008719308,0.0001251881,0.0000264176,0.0002205162,0.0001840184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400985,"about_ca_system_score_gemma":0.0007987889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04318948,"about_ca_topic_score_gemma":0.01128152,"domain_scores_codex":[0.9986839,0.00008560563,0.0002605817,0.0002633793,0.0002553815,0.0004511009],"domain_scores_gemma":[0.9991474,0.0001348198,0.00009326418,0.0002897831,0.00007480475,0.0002598912],"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":[0.00006667224,0.000104736,0.0003363826,0.0001086359,0.00007005046,0.0009340737,0.0004040817,0.00001452919,0.0049537,0.001869423,0.8194481,0.1716896],"study_design_scores_gemma":[0.0007597304,0.0001734651,0.1180155,0.0002122324,0.00005616587,8.490014e-7,0.004317278,0.0005804234,0.00003007218,0.00006504932,0.8756198,0.0001694007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3788766,0.006896361,0.00002274148,0.005350478,0.001598951,0.001125164,0.00004545002,0.0001221679,0.6059621],"genre_scores_gemma":[0.8544033,0.0001929814,0.0002079823,0.1425991,0.0001814881,0.00005347429,0.00009313236,0.00003896157,0.002229562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6037325,"threshold_uncertainty_score":0.963182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260312127474463,"score_gpt":0.255331331540411,"score_spread":0.2327282102656664,"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."}}