{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005232056,0.0001288926,0.0002801906,0.000003719006,0.00004075399,0.0000320584,0.0002433124,0.0002390821,0.004879713],"category_scores_gemma":[0.003076804,0.0001329241,0.0002490605,0.0001995958,0.00007788929,0.00004497168,0.0002026262,0.0004982393,0.007807293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003712524,"about_ca_system_score_gemma":0.0001775071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.127751e-7,"about_ca_topic_score_gemma":4.955212e-7,"domain_scores_codex":[0.9984508,0.00006052411,0.0005434774,0.0004786103,0.0001901533,0.0002764714],"domain_scores_gemma":[0.9983763,0.00037627,0.0001080408,0.0007090351,0.0001683469,0.0002620157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001373559,0.001534233,0.2591918,0.0002367953,0.0002526451,0.001313102,0.00002527948,0.000005396014,0.471585,0.0002000005,0.2595081,0.006010252],"study_design_scores_gemma":[0.001684416,0.00001340783,0.02290446,0.00004482464,0.00007165049,0.00009254672,0.00006619695,0.0001414762,0.7407085,0.00161374,0.2322583,0.0004005047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029132,0.0003078324,0.000005410503,0.0005968095,0.0001902533,0.00002438631,0.00002604405,0.0002165315,0.09571954],"genre_scores_gemma":[0.973999,0.00002912247,0.0004075227,0.0004060485,0.0006820997,0.000005595598,0.00006573053,0.0000563451,0.02434854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2691234,"threshold_uncertainty_score":0.99603,"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."}}