{"id":"W2440981420","doi":"10.1038/laban0512-119b","title":"Response to Protocol Review Scenario: Passing the buck","year":2012,"lang":"en","type":"letter","venue":"Lab Animal","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Protocol (science); Computer science; Medicine","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":[0.01637858,0.001604787,0.002848238,0.001770002,0.009705923,0.009042898,0.004999328,0.1440253,0.02681241],"category_scores_gemma":[0.09077609,0.001769911,0.003264132,0.001236823,0.004786073,0.004205659,0.004424356,0.06150185,0.02224694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01591586,"about_ca_system_score_gemma":0.02149148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182336,"about_ca_topic_score_gemma":0.02400011,"domain_scores_codex":[0.9844848,0.004741432,0.002148195,0.001544822,0.003924294,0.003156516],"domain_scores_gemma":[0.9682943,0.01552765,0.003345898,0.001035935,0.007955279,0.003840978],"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":[0.00008578854,0.00001866876,0.0002047133,0.0001252924,0.00001930731,0.00115445,0.0001804518,0.00004847557,0.0001692473,0.001632822,0.9940644,0.002296314],"study_design_scores_gemma":[0.0002026733,0.00009050254,0.0008670514,0.001107762,0.00007602618,0.0009271526,0.0007206862,0.0004867523,0.0003634582,0.005364893,0.9896706,0.0001224609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003950793,0.000488707,0.0002935207,0.9666613,0.02548883,0.0003564981,0.0002108497,0.0001368949,0.0059682],"genre_scores_gemma":[0.001238716,0.0002360627,0.0002649956,0.9804345,0.007499668,0.0003796474,0.00004186722,0.0000329986,0.009871655],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1440253,"threshold_uncertainty_score":0.1154782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624392747390708,"score_gpt":0.3614656767881717,"score_spread":0.3052217493142646,"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."}}