{"id":"W4404446232","doi":"10.24908/pocus.v9i2.17500","title":"A Young Man with Chest Pain","year":2024,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Chest pain; Cholecystitis; Critically ill; Intensive care medicine; Physical examination; Acute cholecystitis; Medical history; General surgery; Radiology; Cholecystectomy; Gallbladder; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004200415,0.00009380888,0.0001208072,0.0001046219,0.00006726113,0.0001088992,0.00004947503,0.00003433907,0.0006319159],"category_scores_gemma":[0.00003852549,0.00005689171,0.00007338631,0.0001534075,0.00003518093,0.00007889757,0.000007796922,0.0003797684,0.00008333291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003953441,"about_ca_system_score_gemma":0.0001448182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279107,"about_ca_topic_score_gemma":0.0000201703,"domain_scores_codex":[0.9992818,0.00003380861,0.0001257354,0.0001134292,0.0002363684,0.0002088897],"domain_scores_gemma":[0.9996654,0.00002346251,0.00001888687,0.00008950503,0.00004668395,0.0001561063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008208204,0.0008055235,0.2267497,0.001166345,0.001712935,0.01884008,0.008499862,0.00001980755,0.01373216,0.001117738,0.2764029,0.4501321],"study_design_scores_gemma":[0.005848695,0.004603974,0.2179397,0.002958365,0.001172046,0.0927646,0.007315656,0.002399506,0.001481087,0.004027309,0.6584941,0.0009949725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8482116,0.0119654,0.008745482,0.03731671,0.001181865,0.0004413172,0.000005530292,0.0003236122,0.09180845],"genre_scores_gemma":[0.99572,0.0001339608,0.0006253879,0.00058991,0.0004743114,0.000003455402,0.000002480561,0.00002289966,0.002427577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4491371,"threshold_uncertainty_score":0.6919036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038713858845893,"score_gpt":0.2528415724568392,"score_spread":0.2424544338683803,"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."}}