{"id":"W4205754966","doi":"10.3174/ajnr.p0112","title":"Perspectives","year":2021,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Nuclear 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001922146,0.0008107155,0.0004314867,0.0007623033,0.002368482,0.004945578,0.001765074,0.006907569,0.3979954],"category_scores_gemma":[0.007735768,0.0002273826,0.0009956581,0.0005403112,0.001343739,0.003851492,0.002406094,0.00653589,0.1788721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341419,"about_ca_system_score_gemma":0.004879176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008619027,"about_ca_topic_score_gemma":0.01275393,"domain_scores_codex":[0.9986532,0.000278057,0.00004180789,0.0002236899,0.0005153011,0.0002879706],"domain_scores_gemma":[0.9958677,0.0004876332,0.000119646,0.0002314199,0.002086402,0.001207149],"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":[0.0000122776,0.00001008931,0.000102372,0.00004717925,0.000001967456,0.00006701361,0.00004899479,0.00001572921,0.00003314824,0.005705663,0.9708624,0.02309313],"study_design_scores_gemma":[0.000004514837,0.000005252023,0.0001115602,0.0001131374,0.000001647264,0.0001493326,0.0001349495,0.000007155029,0.00003058423,0.001914878,0.9975229,0.000004100255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006311585,0.01430409,0.002036623,0.5004328,0.09828786,0.00007828849,0.002348738,0.0007089896,0.3811714],"genre_scores_gemma":[0.016535,0.02657274,0.002620934,0.3216261,0.06555491,0.0002125581,0.002674744,0.0006542144,0.5635488],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6020045,"threshold_uncertainty_score":0.8586864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454489179013665,"score_gpt":0.2927579992849194,"score_spread":0.2782131074947828,"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."}}