{"id":"W2625851781","doi":"10.32378/ijp.v2i1.53","title":"EMS Gathering 2017 Abstract Supplement","year":2017,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Medicine; Medical emergency; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00139299,0.001264762,0.0008507461,0.003130218,0.001873567,0.003609251,0.001283376,0.001832409,0.8111618],"category_scores_gemma":[0.007595277,0.0004198942,0.000878923,0.002169416,0.0003048812,0.001517509,0.002323146,0.001844494,0.6078217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304011,"about_ca_system_score_gemma":0.004873984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071711,"about_ca_topic_score_gemma":0.01814575,"domain_scores_codex":[0.9986891,0.0001637177,0.0001203117,0.00009147902,0.0007101835,0.0002252008],"domain_scores_gemma":[0.990819,0.0007726605,0.0003861786,0.0003097028,0.00656402,0.001148405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002913959,0.00001295535,0.00003086752,0.00008594286,9.640945e-7,0.00001477675,0.000006152339,0.00001217686,0.00003604882,0.000078008,0.9938545,0.005838486],"study_design_scores_gemma":[0.00002380664,0.00002472757,0.0007918016,0.000229325,0.00000231666,0.00001999156,0.00006569801,0.00003080308,0.00007721093,0.0001838962,0.9985437,0.000006679624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001391678,0.002313963,0.001014259,0.01709413,0.07631556,0.001953486,0.06612731,0.001666779,0.8321229],"genre_scores_gemma":[0.004728903,0.002685086,0.0005965891,0.003419548,0.01178612,0.0009760518,0.0404394,0.0007006316,0.9346676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8111618,"threshold_uncertainty_score":0.2693548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05820338467852537,"score_gpt":0.3859511347230921,"score_spread":0.3277477500445667,"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."}}