{"id":"W4404875043","doi":"10.14740/jocmr6047","title":"Construction of a Clinical Prediction Model for Complications After Femoral Head Replacement Surgery","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Femoral head; Surgery; Head (geology); Geology","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":[0.00238409,0.0008411674,0.0007308947,0.001948375,0.0004422134,0.001195197,0.0009623817,0.000708151,0.001792791],"category_scores_gemma":[0.00562452,0.0003835623,0.001072435,0.0007751826,0.0002752999,0.0006155035,0.0006201344,0.000885756,0.0005381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009036922,"about_ca_system_score_gemma":0.00194108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104885,"about_ca_topic_score_gemma":0.005924447,"domain_scores_codex":[0.999331,0.0002324817,0.00007148177,0.0001524931,0.0001196653,0.00009302199],"domain_scores_gemma":[0.9971924,0.001773553,0.0002813098,0.00008980265,0.0005376343,0.0001253023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006274877,0.0006391015,0.2832307,0.0001277261,0.0003802836,0.0005682143,0.0002238448,0.5667791,0.001550504,0.001753017,0.004114547,0.1400054],"study_design_scores_gemma":[0.0000169439,0.0000953164,0.008808213,0.00001701384,0.00005623223,0.00007882897,0.00003033403,0.989602,0.0002127899,0.0007902404,0.0002797607,0.00001221735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.502988,0.0004157156,0.4884316,0.001520849,0.0001393108,0.0004436694,0.002017627,0.001845847,0.002197299],"genre_scores_gemma":[0.9387065,0.0001949814,0.05712803,0.00007432268,0.00006448441,0.0004785257,0.00246076,0.00003622191,0.000856125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104885,"threshold_uncertainty_score":0.02085495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5287317612048853,"score_gpt":0.6316297408879186,"score_spread":0.1028979796830333,"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."}}