{"id":"W4401001143","doi":"10.14740/jmc4235","title":"Primary Hyperparathyroidism and Pulmonary Embolism in Patients With a Fractured Neck of Femur","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Pulmonary embolism; Femur; Radiology; 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":[0.0005110498,0.0001096592,0.0005108184,0.0002015605,0.00001911702,0.000007046332,0.00006739957,0.000120028,0.0000710391],"category_scores_gemma":[0.001007177,0.00006096236,0.00005913077,0.0001593018,0.0003041408,0.00006896661,0.00004029781,0.0006395716,0.000001530588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249986,"about_ca_system_score_gemma":0.0002663423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525788,"about_ca_topic_score_gemma":0.000001942754,"domain_scores_codex":[0.9983136,0.00005898819,0.0004363447,0.0001210386,0.000922925,0.0001470852],"domain_scores_gemma":[0.9990686,0.0003874126,0.0001021587,0.00007856204,0.00009530566,0.0002679754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002047142,0.00136654,0.804013,0.00117355,0.0003411953,0.04672885,0.001886209,9.855846e-7,0.0001988176,0.00006313783,0.01941867,0.1227619],"study_design_scores_gemma":[0.002970271,0.001395323,0.9782331,0.002542527,0.000224708,0.005632812,0.0002279942,0.00007139327,0.00004061585,0.00007744992,0.008492037,0.00009176061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682731,0.02380999,0.0000330735,0.007171554,0.0002275529,0.0000761278,0.000004587452,0.000008314963,0.0003957049],"genre_scores_gemma":[0.996622,0.00144703,0.0003541941,0.001260536,0.0002485728,0.000001445124,0.000004308004,0.00001055582,0.00005134898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742201,"threshold_uncertainty_score":0.2778656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330234295095926,"score_gpt":0.2848940564760627,"score_spread":0.2715917135251034,"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."}}