{"id":"W2121690693","doi":"10.1371/journal.pone.0005550","title":"The Abdominal Circulatory Pump","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Istituto Italiano di Tecnologia; Politecnico di Milano; Consiglio Nazionale delle Ricerche","keywords":"Circulatory system; Medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111416,0.00004201864,0.00009329453,0.00001863436,0.0000918537,0.00001146333,0.00002842047,0.00002917043,0.0000157105],"category_scores_gemma":[0.00007571157,0.0000268908,0.00005297177,0.00005803221,0.00003127489,0.00002286591,0.000004527733,0.00008641794,0.0001098946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002369287,"about_ca_system_score_gemma":0.00002788303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000151766,"about_ca_topic_score_gemma":8.657177e-7,"domain_scores_codex":[0.9995003,0.00001357262,0.00007893095,0.00007346638,0.0002296092,0.0001041066],"domain_scores_gemma":[0.9996865,0.00003902207,0.0000204325,0.0001526649,0.00004842803,0.00005294188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007345082,0.002349876,0.06131733,0.0001454652,0.0008114203,0.00008718773,0.0010618,0.000003882296,0.8538828,0.003785988,0.006220257,0.06959946],"study_design_scores_gemma":[0.0009420051,0.0001167982,0.9775865,0.0001537949,0.0003389655,0.000004115546,0.000115787,0.0002523494,0.01635379,0.001130562,0.002911797,0.00009351124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791635,0.0004228012,0.00001382152,0.004566353,0.00012501,0.0001665674,5.331e-7,0.0000382186,0.01550314],"genre_scores_gemma":[0.9982392,0.00007662109,0.0001597355,0.0004436561,0.0005034292,0.000004366471,0.000003724894,0.000004533214,0.0005647633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9162692,"threshold_uncertainty_score":0.1412509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653789589797442,"score_gpt":0.2478976505637817,"score_spread":0.2213597546658073,"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."}}