{"id":"W1993073831","doi":"10.1111/j.1520-037x.2004.02882.x","title":"VISP and INVEST","year":2004,"lang":"en","type":"article","venue":"Preventive Cardiology","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001974764,0.001033282,0.0007449353,0.001366806,0.0008298652,0.006559969,0.001534489,0.003950282,0.3909676],"category_scores_gemma":[0.004901167,0.0004749561,0.0006215634,0.001302051,0.000767469,0.00173767,0.002039072,0.003615141,0.2995608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129369,"about_ca_system_score_gemma":0.003797241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000695702,"about_ca_topic_score_gemma":0.0008150723,"domain_scores_codex":[0.9982236,0.0003422381,0.00009445223,0.0002843132,0.0007401797,0.000315197],"domain_scores_gemma":[0.9971841,0.0003272161,0.000212439,0.0003264319,0.0007116286,0.001238274],"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":[0.0002638397,0.00008406109,0.0004055843,0.0004021514,0.0000206864,0.0001684873,0.00002126695,0.00006934376,0.0009988378,0.004106429,0.8390781,0.1543812],"study_design_scores_gemma":[0.00008065929,0.0000546554,0.0004513268,0.0001069878,0.000006847335,0.0001462205,0.00001869857,0.00004838743,0.0001552246,0.001533434,0.9973925,0.000005102192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002907902,0.02577976,0.001947806,0.08080276,0.04904862,0.0005667736,0.02671065,0.004559875,0.8076759],"genre_scores_gemma":[0.02081455,0.02202888,0.002786377,0.04333854,0.01675681,0.000837332,0.02403812,0.001205735,0.8681936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3909676,"threshold_uncertainty_score":0.8687108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953631111717637,"score_gpt":0.3140465929030359,"score_spread":0.2945102817858596,"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."}}