{"id":"W1516328353","doi":"10.1016/j.amepre.2009.04.016","title":"Project HeartBeat!","year":2009,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information; University of Saskatchewan","funders":"National Heart, Lung, and Blood Institute; U.S. Public Health Service","keywords":"Heartbeat; Medicine; Computer science; Computer security","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":[0.001845403,0.0007702187,0.0004721165,0.00114915,0.002033415,0.004373215,0.00100918,0.002261577,0.6681706],"category_scores_gemma":[0.008796991,0.0003974294,0.0005806506,0.0005469491,0.0005807409,0.002889262,0.005754337,0.003112673,0.5233702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004476125,"about_ca_system_score_gemma":0.002309007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123726,"about_ca_topic_score_gemma":0.003797907,"domain_scores_codex":[0.9990829,0.000207761,0.00002663871,0.00009447459,0.0003762966,0.0002117932],"domain_scores_gemma":[0.9943739,0.0004814079,0.0001586319,0.0003503294,0.000869689,0.003765991],"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":[0.00002395318,0.0000181966,0.0000825732,0.00002085393,9.249928e-7,0.00001142209,0.00002513868,0.000003615761,0.00003294209,0.0006034252,0.9652379,0.03393914],"study_design_scores_gemma":[0.00002341137,0.00002241842,0.0003998887,0.00005453298,0.000002144363,0.000039445,0.0001187501,0.00002185593,0.00005784641,0.001235678,0.9980183,0.000005807921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001325018,0.001822131,0.003207088,0.04846955,0.02684372,0.0002775115,0.004565337,0.008160748,0.9053289],"genre_scores_gemma":[0.00420337,0.0008718622,0.001406436,0.01401792,0.003190713,0.0002436173,0.002129258,0.001813644,0.9721231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6681706,"threshold_uncertainty_score":0.4733144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564880619097639,"score_gpt":0.3933253266567291,"score_spread":0.3276765204657527,"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."}}