{"id":"W2460773026","doi":"10.2196/resprot.5491","title":"The Deckled Incision: Study Protocol for a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Randomized controlled trial; Medicine; Computer science; Surgery; Alternative medicine","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":[0.02664656,0.006250129,0.01316741,0.001896071,0.002746264,0.004833603,0.003476329,0.007113533,0.1099919],"category_scores_gemma":[0.03222435,0.002880787,0.004359359,0.003482559,0.003321129,0.00417564,0.001728509,0.008467955,0.01466405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375215,"about_ca_system_score_gemma":0.01231771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791644,"about_ca_topic_score_gemma":0.003777573,"domain_scores_codex":[0.9819975,0.0111141,0.001839661,0.001702032,0.001771643,0.001575086],"domain_scores_gemma":[0.9853676,0.004563692,0.003471473,0.001997393,0.002739681,0.001860197],"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":[0.8978878,0.008515221,0.0005779658,0.03377517,0.002504007,0.0002510199,0.0003575422,0.001169498,0.001390139,0.004426057,0.02739216,0.0217534],"study_design_scores_gemma":[0.9583268,0.01265034,0.0009128284,0.002798622,0.0007107999,0.00003810026,0.00009115422,0.001005822,0.0002870025,0.002123365,0.02099234,0.00006288744],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00189373,0.0007371936,0.00147758,0.000375815,0.000799366,0.9915879,0.001716221,0.0001582776,0.001253957],"genre_scores_gemma":[0.002147649,0.0002099661,0.001641817,0.000293919,0.00006981082,0.9949561,0.0001359544,0.000008436237,0.0005364145],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1099919,"threshold_uncertainty_score":0.3679596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2344150707580329,"score_gpt":0.6020119764537043,"score_spread":0.3675969056956714,"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."}}