{"id":"W1859075181","doi":"10.1161/circulationaha.115.015652","title":"Now You See It, Now You Don’t?","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Emergency department; Family medicine; Pediatrics; Internal medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003041154,0.00017921,0.0001951883,0.00009024406,0.00004244781,0.00005095937,0.0001581457,0.0001636247,0.0003520902],"category_scores_gemma":[0.00005586498,0.000196519,0.00007292878,0.0002317594,0.00001671592,0.0003409266,0.00002404768,0.0001565358,0.001726596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748615,"about_ca_system_score_gemma":0.00003412272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006841545,"about_ca_topic_score_gemma":0.00003442103,"domain_scores_codex":[0.9987802,0.00003052826,0.0003119137,0.0002532329,0.0003462761,0.0002778659],"domain_scores_gemma":[0.9991972,0.00002407294,0.00005011458,0.0004043983,0.00009081568,0.0002333378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002595698,0.0001238043,0.4879816,0.000470912,0.0002611998,0.00007386787,0.001957994,0.4223129,0.02110217,0.003362763,0.04729668,0.01503012],"study_design_scores_gemma":[0.001298037,0.0000341868,0.1705546,0.000074349,0.0001130574,0.00004882901,0.0002883109,0.6161587,0.002896853,0.004188372,0.2033597,0.000985042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304722,0.0006243872,0.03786073,0.0003671569,0.002010783,0.000429296,0.00001455878,0.001098431,0.02712246],"genre_scores_gemma":[0.998914,0.000003201517,0.0003571628,0.0001203322,0.0003019282,0.00001827649,0.00007734324,0.00005141375,0.000156315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.317427,"threshold_uncertainty_score":0.9990507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284489777388565,"score_gpt":0.2436780514819051,"score_spread":0.2108331537080195,"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."}}