{"id":"W4206204232","doi":"10.1093/clinchem/hvab107","title":"Vaccinate Me","year":2021,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"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":[],"category_scores_codex":[0.001267041,0.0007295836,0.0003542063,0.0004729919,0.0007198162,0.001170451,0.000472319,0.00155363,0.1393543],"category_scores_gemma":[0.004006397,0.0002346973,0.0005360157,0.0001013851,0.0004866129,0.0008913802,0.001295772,0.002178417,0.06836499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478987,"about_ca_system_score_gemma":0.0006789542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000819691,"about_ca_topic_score_gemma":0.001387622,"domain_scores_codex":[0.9991741,0.0002585688,0.00002747312,0.0001259689,0.0002306746,0.0001831676],"domain_scores_gemma":[0.9988966,0.0002535777,0.0000969962,0.0002523772,0.0002175246,0.0002828211],"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":[0.0010497,0.001364612,0.009394887,0.0003585558,0.00008604838,0.000586246,0.0004433209,0.00009901387,0.02796045,0.006070494,0.6815667,0.2710201],"study_design_scores_gemma":[0.0001654283,0.0007088045,0.004784652,0.0001262559,0.00004589486,0.001259775,0.0003425852,0.0001767216,0.01192379,0.002609908,0.9778336,0.00002265012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08457207,0.007809822,0.02392878,0.1194942,0.01850067,0.001972042,0.003612498,0.007128944,0.732981],"genre_scores_gemma":[0.1824842,0.003750903,0.01198187,0.05553025,0.003207545,0.0009342405,0.001621708,0.000655368,0.739834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8606457,"threshold_uncertainty_score":0.4661868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762958426211926,"score_gpt":0.4094245743196391,"score_spread":0.3417949900575198,"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."}}