{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001473032,0.00109634,0.0009068275,0.001935077,0.001875294,0.004437503,0.00145317,0.002475416,0.6556103],"category_scores_gemma":[0.008445343,0.0003581143,0.0006785312,0.001552137,0.0005716553,0.003033879,0.002749631,0.002998587,0.4590533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078294,"about_ca_system_score_gemma":0.002573854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00242348,"about_ca_topic_score_gemma":0.003046323,"domain_scores_codex":[0.9989116,0.0001629067,0.00007553177,0.0002003945,0.000470571,0.0001789356],"domain_scores_gemma":[0.9941012,0.0009128615,0.0002179438,0.0001845115,0.002897628,0.001685842],"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":[0.00003012794,0.000006217452,0.00003459024,0.00009058905,9.835148e-7,0.00003975067,0.00004206901,0.00001202188,0.0001757071,0.0008548362,0.9859446,0.01276853],"study_design_scores_gemma":[0.000006162983,0.000007063786,0.0001555415,0.00008896088,0.000001419523,0.00006149718,0.00008108783,0.00001946101,0.00007338226,0.0004041417,0.999097,0.000004287563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001514117,0.01546732,0.003155018,0.09178226,0.3144589,0.0005500175,0.01304411,0.001817449,0.5582107],"genre_scores_gemma":[0.006773778,0.006452329,0.0007958172,0.01220421,0.05924794,0.0003346095,0.005360207,0.0009323703,0.9078987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3443897,"threshold_uncertainty_score":0.4912301,"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."}}