{"id":"W6931432317","doi":"10.5281/zenodo.5717515","title":"Antibody screening by Immunoprecitation","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Immunofluorescence; Indirect immunofluorescence; Antibody response; Screening test","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003079037,0.00340522,0.001840524,0.004754349,0.001464131,0.001358027,0.002334605,0.0015267,0.05889284],"category_scores_gemma":[0.002925444,0.001301486,0.00190216,0.001861458,0.0008238295,0.0007532243,0.001688374,0.00239994,0.05579902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006681239,"about_ca_system_score_gemma":0.001215954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535275,"about_ca_topic_score_gemma":0.00258093,"domain_scores_codex":[0.9957526,0.0009648977,0.0003770286,0.001062524,0.001119477,0.000723537],"domain_scores_gemma":[0.9972798,0.0004907132,0.0001297459,0.000846017,0.001023861,0.0002299502],"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":[0.0007301746,0.000407692,0.0009719626,0.0008452599,0.000121051,0.0003175087,0.0001676141,0.0005406832,0.8855635,0.00537439,0.04541815,0.05954194],"study_design_scores_gemma":[0.0002082021,0.000735225,0.005611756,0.0001732808,0.0001851292,0.001352604,0.00005950737,0.006591868,0.6886322,0.002126802,0.2942059,0.0001175059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06451619,0.005456571,0.7193243,0.001060233,0.001276647,0.01014608,0.02342969,0.03096285,0.1438275],"genre_scores_gemma":[0.1086121,0.008292045,0.5758761,0.00267455,0.0005447425,0.01812678,0.09975535,0.007999339,0.178119],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05889284,"threshold_uncertainty_score":0.1970162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594443758187181,"score_gpt":0.243745703318517,"score_spread":0.2078012657366451,"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."}}