{"id":"W4368347466","doi":"10.1126/science.adi5368","title":"‘Game changer’ method lets scientists peer into mice","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":[0.002683574,0.00138061,0.001084942,0.001752654,0.001310402,0.001103449,0.001840402,0.002151622,0.02624102],"category_scores_gemma":[0.002690867,0.0008132267,0.0009193627,0.0004741428,0.001453397,0.00136545,0.002076045,0.004166838,0.01449666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939697,"about_ca_system_score_gemma":0.0007872573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007176826,"about_ca_topic_score_gemma":0.001684364,"domain_scores_codex":[0.9976346,0.0004008201,0.0001577917,0.0007179054,0.000733925,0.0003548489],"domain_scores_gemma":[0.9975179,0.0005835471,0.0002482231,0.0005129153,0.0003275107,0.0008099695],"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":[0.001417664,0.001090818,0.002239433,0.000591402,0.0001496527,0.0007296111,0.000932581,0.0002653791,0.8259033,0.008106444,0.05620306,0.1023707],"study_design_scores_gemma":[0.0005928029,0.002993991,0.007251746,0.00017293,0.0002116517,0.003006191,0.0003682997,0.004868971,0.5922374,0.004466489,0.3835679,0.0002615407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2590136,0.004468496,0.5640178,0.009018002,0.01098444,0.0109654,0.005698618,0.03837839,0.09745532],"genre_scores_gemma":[0.3216529,0.003729796,0.42441,0.005728319,0.001268907,0.01921282,0.00462327,0.005130026,0.214244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02624102,"threshold_uncertainty_score":0.08778501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165226061984957,"score_gpt":0.4536111137889653,"score_spread":0.3919588531691157,"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."}}