{"id":"W3037535715","doi":"10.2196/18857","title":"Development of an International, Multicenter, Hyperbaric Oxygen Treatment Registry and Research Consortium: Protocol for Outcome Data Collection and Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Audrey and Theodor Geisel School of Medicine at Dartmouth; Dartmouth College","keywords":"Medicine; Outcome (game theory); Electronic data capture; Clinical trial; Surgery; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1483529,0.00271147,0.003999115,0.008346522,0.004536777,0.004828365,0.005055257,0.002823911,0.03597978],"category_scores_gemma":[0.09942342,0.002256228,0.003212124,0.009175824,0.002331219,0.004619171,0.004834723,0.005012593,0.009565211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008029731,"about_ca_system_score_gemma":0.04928979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004656432,"about_ca_topic_score_gemma":0.006583821,"domain_scores_codex":[0.9097002,0.05196549,0.0226634,0.004727561,0.007404461,0.003538906],"domain_scores_gemma":[0.8468153,0.03202252,0.01855279,0.02776151,0.06593082,0.008917076],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03750438,0.01438918,0.06542508,0.02893291,0.001516079,0.001659315,0.00972735,0.009710868,0.006375728,0.04409511,0.4989668,0.2816972],"study_design_scores_gemma":[0.03063848,0.008186253,0.1627043,0.02769106,0.001113345,0.000758321,0.008922591,0.01457414,0.008248381,0.01669143,0.7194617,0.001010049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004805096,0.0002368344,0.02667455,0.0006970775,0.0002897533,0.9439598,0.01852962,0.0003563275,0.004451004],"genre_scores_gemma":[0.003916939,0.0001387818,0.01964625,0.0002894677,0.00005738897,0.9673116,0.008029467,0.00005179728,0.0005583141],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8516471,"threshold_uncertainty_score":0.7845743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5545590398674075,"score_gpt":0.6200064668704653,"score_spread":0.06544742700305783,"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."}}