{"id":"W4313887171","doi":"10.2106/jbjs.22.00234","title":"Primary Closure or Secondary Wound Healing of Pin Sites After External Fixator Removal","year":2023,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Surgery; Wound healing; Bone healing; External fixation; Visual analogue scale; External fixator","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217071,0.0001322774,0.0009634846,0.0003779703,0.00004509134,0.00002238115,0.0000156468,0.00009402306,0.0006476164],"category_scores_gemma":[0.0004839191,0.00008392465,0.0005260762,0.0002285451,0.00007995283,0.0001527621,0.00004161709,0.0003327231,0.00000557377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002214745,"about_ca_system_score_gemma":0.0002424252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007397472,"about_ca_topic_score_gemma":0.000001715558,"domain_scores_codex":[0.9982038,0.00006384673,0.001004878,0.0001249912,0.000380387,0.000222159],"domain_scores_gemma":[0.9982812,0.0007617084,0.0004937765,0.0001076353,0.0001379608,0.0002177336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01859368,0.0006901702,0.543074,0.00516234,0.0007832791,0.05693907,0.001244792,0.000008453552,0.1982534,0.00003767554,0.1016933,0.0735198],"study_design_scores_gemma":[0.001014168,0.0003425344,0.9635216,0.002033797,0.0001236403,0.006146315,0.0002648578,0.00001683147,0.003289212,0.000267674,0.02282061,0.0001587643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874229,0.00999104,0.00001049944,0.00195112,0.0003548508,0.0000550419,0.00001023768,0.00001311637,0.0001912283],"genre_scores_gemma":[0.9930581,0.003196578,0.0006688997,0.001027616,0.0009834823,0.000001401226,0.000004906009,0.00002150051,0.001037442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4204476,"threshold_uncertainty_score":0.7090945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497918482148901,"score_gpt":0.2689331170331652,"score_spread":0.2339539322116762,"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."}}