{"id":"W4247346445","doi":"10.2174/1871529x1901190116142817","title":"Preface","year":2019,"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":"Computer science","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":[0.00172642,0.0008057607,0.0005399498,0.0024689,0.002077848,0.002859098,0.001037124,0.0009251155,0.3733748],"category_scores_gemma":[0.01655894,0.0002171387,0.0004879099,0.001328372,0.0004490739,0.001730372,0.002010443,0.002857961,0.2800877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564533,"about_ca_system_score_gemma":0.002530159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004634133,"about_ca_topic_score_gemma":0.005551825,"domain_scores_codex":[0.9991666,0.0001318702,0.00005248853,0.0001208719,0.0004531498,0.00007501889],"domain_scores_gemma":[0.992075,0.001235049,0.0002637748,0.0005542713,0.004728437,0.001143512],"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":[0.00002062202,0.00001178796,0.00007275404,0.00005778291,0.000001103025,0.00003347495,0.00002859719,0.00003029625,0.00006194875,0.001766043,0.9709514,0.0269642],"study_design_scores_gemma":[0.000003960596,0.000009500133,0.0002134667,0.00009424104,0.000001359151,0.00004290431,0.00004579885,0.0000179774,0.00006834723,0.001534492,0.9979646,0.000003458304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001266854,0.01208429,0.006666421,0.04938083,0.4437792,0.0007869045,0.01415933,0.001604402,0.4702718],"genre_scores_gemma":[0.005603366,0.005641974,0.002931929,0.01412439,0.052099,0.0004237184,0.008569365,0.0008253914,0.9097809],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3733748,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007262931174018013,"score_gpt":0.210420938869618,"score_spread":0.2031580076955999,"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."}}