{"id":"W4283321613","doi":"10.17504/protocols.io.ewov18e4ygr2/v2","title":"nCoV-2019 McGill Artic PCR Protocol, V4.1 at 63C v2","year":2022,"lang":"en","type":"preprint","venue":"","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Protocol (science); Virology; Geography; Computational biology; Biology; Medicine; Infectious disease (medical specialty); Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003929738,0.002836949,0.00307803,0.004237314,0.002711084,0.002575547,0.005283062,0.002956082,0.1306716],"category_scores_gemma":[0.006420976,0.003434808,0.002012199,0.002267311,0.001472,0.001341996,0.002859079,0.004377733,0.1721569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898205,"about_ca_system_score_gemma":0.005917287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01868972,"about_ca_topic_score_gemma":0.04468862,"domain_scores_codex":[0.9937831,0.001465912,0.0005818348,0.001276621,0.001871529,0.001020941],"domain_scores_gemma":[0.9980196,0.0003625076,0.0001138911,0.0007678023,0.0005624787,0.0001737691],"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":[0.001371517,0.0003834798,0.002221392,0.001971939,0.0001196009,0.0005326719,0.0006062226,0.001074955,0.2875048,0.009109388,0.6354805,0.05962361],"study_design_scores_gemma":[0.000202621,0.0003025829,0.003944459,0.0003150068,0.0001358129,0.000710343,0.0001259992,0.00159279,0.08805262,0.002548248,0.9018339,0.0002356776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.01768797,0.005273242,0.3764154,0.0025263,0.003806725,0.01781142,0.3994195,0.04017569,0.1368838],"genre_scores_gemma":[0.02039788,0.001755492,0.2177526,0.002462022,0.0004201974,0.01414707,0.5738412,0.01658067,0.1526429],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1306716,"threshold_uncertainty_score":0.4371401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0753679664780027,"score_gpt":0.3555215642148852,"score_spread":0.2801535977368825,"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."}}