{"id":"W4243951442","doi":"10.26443/mjm.v10i1.470","title":"Personalized Medicine","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004488167,0.0007019168,0.0009603291,0.002086545,0.001529571,0.003987554,0.001271704,0.002777202,0.5605301],"category_scores_gemma":[0.02482714,0.0003916897,0.0008620683,0.00164309,0.0009717668,0.002697004,0.002998881,0.002378995,0.4439569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140356,"about_ca_system_score_gemma":0.005678891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203611,"about_ca_topic_score_gemma":0.004778228,"domain_scores_codex":[0.9954145,0.001434602,0.0003724357,0.0006526415,0.001680817,0.0004449423],"domain_scores_gemma":[0.9843035,0.002912882,0.001107984,0.00390187,0.005223176,0.002550485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007652973,0.00002690305,0.0003639832,0.0003113178,0.00002446858,0.00005707648,0.00002361009,0.00002855227,0.0003379132,0.002176955,0.8570672,0.1395055],"study_design_scores_gemma":[0.00003063668,0.00001411051,0.0006710156,0.0003424592,0.0000112877,0.0001390135,0.00002226438,0.0000515649,0.0001235155,0.002236753,0.9963502,0.000007143612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001041863,0.006422874,0.003685458,0.05183253,0.01452869,0.0002738589,0.006978536,0.002051139,0.913185],"genre_scores_gemma":[0.02304915,0.01362111,0.006753679,0.0851443,0.01382429,0.001017974,0.01269335,0.001822308,0.8420739],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5605301,"threshold_uncertainty_score":0.6268505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07710188988381664,"score_gpt":0.3273350452922347,"score_spread":0.2502331554084181,"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."}}