{"id":"W2891461971","doi":"10.28920/dhm48.3.132-140","title":"Reliability of venous gas embolism detection in the subclavian area for decompression stress assessment following scuba diving","year":2018,"lang":"en","type":"article","venue":"Diving and Hyperbaric Medicine Journal","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Decompression sickness; Decompression; Medicine; Scuba diving; Logistic regression; Precordial examination; Surgery; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146685,0.0002893183,0.0003268662,0.0009698878,0.0002064347,0.0007573329,0.0004170652,0.000360789,0.001135372],"category_scores_gemma":[0.01285328,0.0001704541,0.0002998412,0.0006751525,0.0003760278,0.0002974257,0.0004863029,0.00029845,0.0003076149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282198,"about_ca_system_score_gemma":0.0005665837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008513106,"about_ca_topic_score_gemma":0.01345225,"domain_scores_codex":[0.9982587,0.0005502179,0.0002766524,0.0003626281,0.0004172589,0.0001346009],"domain_scores_gemma":[0.993626,0.002166211,0.001757797,0.0004382956,0.001641672,0.0003700407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009744309,0.00000539251,0.9952974,0.00004735813,0.00003977767,0.0000266587,0.00006048031,0.0000842884,0.0003453108,0.00001388559,0.0001563718,0.003825651],"study_design_scores_gemma":[0.000004295563,0.00007457162,0.9979673,0.00006280201,0.00004749006,0.000229563,0.0001849833,0.0007651314,0.0002682102,0.00003816512,0.0003519389,0.000005485443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946151,0.00161025,0.001119393,0.0001247524,0.00002512699,0.00003036634,0.0013621,0.00002625733,0.001086523],"genre_scores_gemma":[0.9984326,0.0002526551,0.0004034865,0.00002147173,0.00001483433,0.00001007759,0.0007750557,0.000002537605,0.000087247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008513106,"threshold_uncertainty_score":0.01692706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213445343675713,"score_gpt":0.3142310515532626,"score_spread":0.2928865171856913,"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."}}