{"id":"W1991532477","doi":"10.1001/archinternmed.2011.69","title":"Influence of Noninvasive Cardiovascular Imaging in Primary Prevention","year":2011,"lang":"en","type":"review","venue":"Archives of Internal Medicine","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Primary prevention; Medicine; Primary (astronomy); Internal medicine; Cardiology; Disease; Physics","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":[0.0004205287,0.0003193429,0.002994351,0.0008255168,0.000008700096,0.00000182316,0.0002529354,0.00007042662,0.00001755018],"category_scores_gemma":[0.001262628,0.0002380362,0.001157791,0.000219014,0.0005247113,0.00005142226,0.0001573274,0.0004866413,0.000005255587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005285366,"about_ca_system_score_gemma":0.0003145466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006466649,"about_ca_topic_score_gemma":0.000002485139,"domain_scores_codex":[0.9976995,0.0001677069,0.00118755,0.0003428459,0.0003797413,0.0002226673],"domain_scores_gemma":[0.9977792,0.0008106329,0.0005793393,0.0006159581,0.0001006965,0.0001142099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006443767,0.0001026985,0.006655882,0.0252928,0.0007336536,0.0002732493,0.0005552177,0.000005866224,0.00003170986,0.00003807279,0.00005480018,0.9661916],"study_design_scores_gemma":[0.00308698,0.0006581295,0.06072985,0.6785061,0.007884951,0.001705065,0.0001002814,0.000003984175,0.0001359053,0.0004593993,0.2463316,0.0003977594],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001293029,0.9787832,0.0004304005,0.00001663517,0.0001588263,0.0005914998,0.00001558953,0.0000138242,0.018697],"genre_scores_gemma":[0.004615048,0.9943223,0.0005471516,0.00005706882,0.0002164455,0.00003150731,0.0000506191,0.0000419538,0.0001178857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9657938,"threshold_uncertainty_score":0.9706833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019501956532354,"score_gpt":0.3065655459090227,"score_spread":0.2870635893766687,"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."}}