{"id":"W4287866144","doi":"10.5281/zenodo.4700332","title":"Primary or secondary wound healing of the pin sites after removal of the external fixator: study protocol for a prospective, randomized controlled, monocenter trial","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Wound healing; External fixator; Protocol (science); Surgery; External fixation; Dentistry; Alternative medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008943067,0.0001367252,0.0006426222,0.00004350764,0.0004348054,0.0001059635,0.0004185654,0.00004303785,0.004169948],"category_scores_gemma":[0.002972959,0.00006535061,0.000384334,0.0002565912,0.0002359539,0.00007499181,0.0005435628,0.0002445448,0.00002119715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005097272,"about_ca_system_score_gemma":0.00002508602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004298591,"about_ca_topic_score_gemma":2.325314e-7,"domain_scores_codex":[0.9978209,0.0007349004,0.0005551622,0.0002689374,0.0004363521,0.0001837644],"domain_scores_gemma":[0.9986678,0.0002219843,0.0003092111,0.0002890288,0.0004172725,0.00009470194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9877489,0.0006537472,0.0001032939,0.000370684,0.0002434943,0.00001523491,0.001897859,0.000004249146,0.003431608,0.0001225773,0.00332455,0.002083758],"study_design_scores_gemma":[0.8585571,0.002292212,0.003112482,0.000219766,0.0001931749,0.00007667463,0.000501369,0.0002702104,0.001392182,0.0001011693,0.1331564,0.0001272422],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4824679,0.0001302379,0.0005313805,0.00377587,0.0001700819,0.5005488,0.0001878443,0.0001840947,0.0120038],"genre_scores_gemma":[0.9960227,0.000005515515,0.000297581,0.0007919606,0.0005498119,0.0005122027,0.00002315278,0.0005960775,0.00120098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5135548,"threshold_uncertainty_score":0.9967404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260933139753078,"score_gpt":0.2991970855953331,"score_spread":0.2565877541978023,"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."}}