{"id":"W429900","doi":"10.1017/s0022215100086941","title":"Avances en asistencias circulatorias mecánicas","year":2008,"lang":"en","type":"article","venue":"Revista Española de Cardiología","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006629932,0.0003357163,0.0007298327,0.00009327574,0.0001310696,0.00004207919,0.0004496622,0.0002987319,0.000140161],"category_scores_gemma":[0.000309869,0.000329468,0.0003954875,0.0002875361,0.00008571574,0.0001756413,0.00006228275,0.0004103612,0.0003834659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000275423,"about_ca_system_score_gemma":0.00008585258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004965851,"about_ca_topic_score_gemma":0.000001094121,"domain_scores_codex":[0.9979309,0.0002257749,0.0004962789,0.0004270675,0.0003158578,0.000604161],"domain_scores_gemma":[0.9985895,0.0002319495,0.00006833415,0.0007447791,0.00007048232,0.00029497],"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":[0.0001144509,0.0002100811,0.6656656,0.003504187,0.004827554,0.007444671,0.003853976,0.04409793,0.08511768,0.09055994,0.07231794,0.02228598],"study_design_scores_gemma":[0.000896866,0.0001047054,0.1380281,0.0001698987,0.000303251,0.002769722,0.0002106409,0.004966676,0.003295648,0.0009701435,0.8465782,0.001706136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563363,0.01286151,0.006539812,0.00005152709,0.001005642,0.0004220901,0.00003088364,0.001307782,0.02144444],"genre_scores_gemma":[0.9975902,0.0005111661,0.0008699605,0.000141356,0.000636249,0.00004651625,0.00001763408,0.00007421036,0.0001126443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7742602,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781632364101693,"score_gpt":0.2220366178853646,"score_spread":0.2042202942443477,"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."}}