{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002168105,0.000313721,0.000627819,0.0001546942,0.00006717042,0.00005808012,0.0001634931,0.0003163317,0.0002530079],"category_scores_gemma":[0.0006757626,0.0002694142,0.0002307357,0.0001932382,0.00003976874,0.00002285785,0.0003441244,0.0008117703,0.00115942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485777,"about_ca_system_score_gemma":0.0002495936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002124078,"about_ca_topic_score_gemma":0.000007266554,"domain_scores_codex":[0.9982911,0.00003746881,0.0004628427,0.0006205002,0.0003279234,0.0002601098],"domain_scores_gemma":[0.9987606,0.0001787186,0.0001858907,0.0005841156,0.0001530582,0.000137629],"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":[0.0002472444,0.0004638608,0.06327651,0.01183779,0.0009688805,0.002947067,0.000862898,0.00001295145,0.8524364,0.0009052655,0.02938913,0.03665201],"study_design_scores_gemma":[0.002347366,0.0004806246,0.009419748,0.003426274,0.0004635125,0.001329017,0.001083441,0.01610343,0.8999507,0.0001079265,0.06431238,0.0009755254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4854278,0.0009791189,0.00408608,0.001849819,0.002814509,0.00164874,0.00003076962,0.003734452,0.4994287],"genre_scores_gemma":[0.9916059,0.0000178151,0.003129571,0.002849363,0.001171461,0.00003238101,0.00002677857,0.00006915073,0.001097617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5061781,"threshold_uncertainty_score":0.9999758,"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."}}