{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256223,0.0001623122,0.0004059028,0.0005472582,0.0002440364,0.0001712615,0.000415969,0.00007970345,0.00009118472],"category_scores_gemma":[0.0003557847,0.0001298189,0.00004737319,0.0008904488,0.0002380742,0.0002592995,0.0006970511,0.000235819,0.000003928038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135986,"about_ca_system_score_gemma":0.000386607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003886835,"about_ca_topic_score_gemma":0.00004260294,"domain_scores_codex":[0.9969739,0.0002494834,0.0005700743,0.0007503778,0.001038037,0.000418067],"domain_scores_gemma":[0.9980268,0.0001856302,0.0001211475,0.0007204515,0.0006024343,0.0003435409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03010469,0.0155766,0.6285011,0.01694891,0.006870828,0.0001099681,0.008558666,0.000007073548,0.02079677,0.001150309,0.02890891,0.2424662],"study_design_scores_gemma":[0.01495887,0.004882802,0.08978793,0.0005122129,0.00008526474,0.000002266207,0.00119587,0.01544112,0.003414314,0.00003451827,0.8694828,0.0002020375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01110719,0.000001183293,0.0003051595,0.001977106,0.00000300187,0.9853876,0.00003574448,0.00003485981,0.001148114],"genre_scores_gemma":[0.005930316,0.000001332726,0.02233487,0.00004389303,0.00006216881,0.9703198,0.0001732484,0.00002237276,0.001111989],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8405739,"threshold_uncertainty_score":0.5293859,"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."}}