{"id":"W4251075776","doi":"10.17504/protocols.io.bp32mqqe","title":"LooK SPOT Antigen Rapid Test System v2","year":2020,"lang":"en","type":"preprint","venue":"","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laipac Technology (Canada)","funders":"","keywords":"Context (archaeology); Medicine; Point-of-care testing; Waiver; Antigen; Infection control; Point of care; Immunoassay; Transmission (telecommunications); Immunology; Virology; Intensive care medicine; Antibody; Biology; Pathology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001825459,0.001790771,0.001517485,0.002235021,0.0004588392,0.001443626,0.002404009,0.001897321,0.06168127],"category_scores_gemma":[0.003965923,0.0009165303,0.00100135,0.0007531023,0.0004627875,0.0009065316,0.001190617,0.00119154,0.04030764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745417,"about_ca_system_score_gemma":0.001737222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307218,"about_ca_topic_score_gemma":0.002072201,"domain_scores_codex":[0.9962578,0.000598067,0.0001848391,0.0008417753,0.001859634,0.0002579575],"domain_scores_gemma":[0.9984298,0.0004192972,0.0001735748,0.0001202401,0.0006704741,0.0001865953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009210333,0.0008666392,0.03246116,0.002481318,0.0003000969,0.001458506,0.0002836514,0.001070965,0.09030411,0.004709933,0.4430497,0.4138035],"study_design_scores_gemma":[0.002599914,0.006789335,0.04436972,0.00154873,0.0006705452,0.01890699,0.0002589683,0.01878401,0.1043692,0.004024574,0.7972462,0.0004318136],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.155539,0.03811999,0.2140627,0.007411788,0.008402609,0.01244694,0.1350331,0.1383581,0.2906258],"genre_scores_gemma":[0.3744134,0.009332769,0.1437627,0.01740016,0.00197026,0.008974961,0.1523086,0.005133901,0.2867034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06168127,"threshold_uncertainty_score":0.2063444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0647746899119268,"score_gpt":0.2977532342764025,"score_spread":0.2329785443644757,"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."}}