{"id":"W4251527588","doi":"10.1016/j.thromres.2017.07.012","title":"Materials and Methods","year":2017,"lang":"en","type":"letter","venue":"Thrombosis Research","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Pleasure; Thrombosis; Dissemination; Value (mathematics); Test (biology); Medicine; Computer science; Predictive value; Medical physics; Public relations; Operations research; Psychology; Political science; Surgery; Telecommunications; Engineering; Biology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003354341,0.001412868,0.001613444,0.002444984,0.00184148,0.002450162,0.002059001,0.002440406,0.1550644],"category_scores_gemma":[0.007312428,0.0006001167,0.0006081351,0.00142233,0.001086061,0.0008411274,0.001313786,0.002240526,0.08238824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007739216,"about_ca_system_score_gemma":0.001869593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360487,"about_ca_topic_score_gemma":0.001110695,"domain_scores_codex":[0.9977134,0.000801094,0.0002295637,0.0004870216,0.0005433614,0.0002255826],"domain_scores_gemma":[0.9982063,0.0005020461,0.0001081423,0.0004484854,0.0003899401,0.0003451365],"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":[0.01426345,0.005299041,0.01458954,0.005646858,0.0002655579,0.02139847,0.001279139,0.002330464,0.04792022,0.06192795,0.5807393,0.24434],"study_design_scores_gemma":[0.001618041,0.001655286,0.002885083,0.0009272558,0.0001630175,0.006319875,0.0005021712,0.0009713069,0.005396224,0.01687453,0.962584,0.0001031142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1234707,0.05165383,0.1514588,0.02961931,0.02311001,0.1088147,0.1366302,0.004188049,0.3710545],"genre_scores_gemma":[0.1987503,0.02884827,0.1301935,0.05682217,0.007820388,0.1503963,0.1128357,0.001585536,0.3127477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1550644,"threshold_uncertainty_score":0.5187421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2672142377083573,"score_gpt":0.5146633546264762,"score_spread":0.2474491169181188,"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."}}