{"id":"W4200050365","doi":"10.1515/cclm-2021-5001","title":"Speakers Abstracts","year":2021,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Temple University","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":[],"category_scores_codex":[0.0006314464,0.0001533199,0.0003204122,0.000006161555,0.0001003665,0.00003246951,0.0001264642,0.00009879689,0.002192616],"category_scores_gemma":[0.0003233299,0.0001248316,0.00006271768,0.00023532,0.000438071,0.0001040633,0.00004778955,0.0003661558,0.00004798927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005989891,"about_ca_system_score_gemma":0.0002811188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002086004,"about_ca_topic_score_gemma":0.000001196057,"domain_scores_codex":[0.9986235,0.00005038831,0.0004916742,0.0004048166,0.000182618,0.0002469696],"domain_scores_gemma":[0.9988109,0.0002397642,0.000135347,0.0002906052,0.0001319879,0.0003914351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002187175,0.0009354564,0.5868019,0.0002403777,0.0003727737,0.0004522315,0.0006778484,0.00004291109,0.1311464,0.002840084,0.2461632,0.03010808],"study_design_scores_gemma":[0.006205197,0.0002145288,0.06434266,0.000431383,0.0002484745,0.00001347568,0.008483993,0.00008526747,0.1268638,0.00439023,0.7877151,0.001005905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941065,0.0003946943,0.00004539999,0.002866175,0.0005841575,0.00004635447,0.00002510966,0.00002978185,0.05494331],"genre_scores_gemma":[0.9933135,0.00005087378,0.00009741408,0.0007806643,0.003629305,0.000003729441,0.00004722937,0.00001002261,0.002067263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5415518,"threshold_uncertainty_score":0.9987195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460341611388019,"score_gpt":0.347890653378049,"score_spread":0.3132872372641688,"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."}}