{"id":"W4292315396","doi":"10.14740/jmc3975","title":"Traumatic Humeral Diaphysis Extrusion and Replantation With Periosteal Involvement","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Bone fractures and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diaphysis; Surgery; Humerus; Physical examination; Emergency department; Internal fixation; Orthopedic 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":[0.000258377,0.00006650837,0.0002068949,0.00007076648,0.000108032,0.000009935724,0.000035605,0.00002324226,0.0008246961],"category_scores_gemma":[0.00006966045,0.00003932125,0.00005013813,0.000066325,0.00003635777,0.00004966855,0.00002941173,0.0002397596,4.591145e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000056248,"about_ca_system_score_gemma":0.0001180612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009958072,"about_ca_topic_score_gemma":0.00002259906,"domain_scores_codex":[0.998512,0.00004988114,0.0002317486,0.00007122224,0.001051603,0.00008350961],"domain_scores_gemma":[0.9994605,0.00008722072,0.0001640943,0.0000599953,0.00003390853,0.0001942792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0124077,0.006149349,0.4581487,0.0008590003,0.002055952,0.09628837,0.01393486,0.00008643528,0.001317879,0.0002826322,0.0227655,0.3857037],"study_design_scores_gemma":[0.02235948,0.02563128,0.8038976,0.00121328,0.001797042,0.1136973,0.01445901,0.0008603763,0.0006564799,0.000198639,0.01490887,0.0003206794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994989,0.0009419172,0.0000272564,0.003819356,0.00008306408,0.00008359105,0.000003799205,0.000004122599,0.00004789568],"genre_scores_gemma":[0.9984175,0.0002691483,0.0002586893,0.0008619171,0.0001157869,0.000004984227,0.00001003114,0.00000682126,0.00005513019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.385383,"threshold_uncertainty_score":0.9029844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671646096101199,"score_gpt":0.3026544431247879,"score_spread":0.2759379821637759,"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."}}