{"id":"W4233285929","doi":"10.2174/1871529x1601161021165238","title":"Preface","year":2016,"lang":"en","type":"article","venue":"Cardiovascular & Haematological Disorders - Drug Targets","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Philosophy","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":[0.00157831,0.0008153334,0.0005384666,0.002447833,0.002064493,0.002717497,0.001034919,0.0008884976,0.3760701],"category_scores_gemma":[0.01629598,0.0002103838,0.0004892698,0.001310977,0.0004456989,0.001780024,0.002011852,0.002727626,0.2808051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609431,"about_ca_system_score_gemma":0.002466606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004752752,"about_ca_topic_score_gemma":0.005552378,"domain_scores_codex":[0.999228,0.0001205582,0.00005054904,0.0001156258,0.0004168014,0.00006857108],"domain_scores_gemma":[0.9928585,0.00114081,0.0002445131,0.0005110463,0.004234628,0.001010547],"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":[0.00002171117,0.0000134933,0.00007805812,0.00006459246,0.000001210743,0.00003819149,0.00003184838,0.00003322634,0.00006670046,0.001819864,0.9690711,0.0287599],"study_design_scores_gemma":[0.000004096994,0.000009408846,0.0002207213,0.00009853276,0.000001423085,0.00004655015,0.0000474204,0.0000197659,0.00007341961,0.001600325,0.9978747,0.000003550437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001373176,0.0130463,0.006986417,0.04838358,0.4519262,0.0008076031,0.01377115,0.001580448,0.4621251],"genre_scores_gemma":[0.006159937,0.005994956,0.003021882,0.01423528,0.05480706,0.0004465888,0.00855447,0.0008635383,0.9059162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6239299,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135074478299224,"score_gpt":0.2194181458649942,"score_spread":0.208067401082002,"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."}}