{"id":"W6976956266","doi":"10.6084/m9.figshare.11960187.v1","title":"Additional file 2 of Development, validation and application of a 3D printed model depicting adenoid hypertrophy in comparison to a Nasoendoscopy","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Flowchart; 3d printed; Adenoid hypertrophy; Sampling (signal processing); Muscle hypertrophy","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001465907,0.00007112652,0.0001819867,0.00008658647,0.0000353342,0.00002236778,0.0002158157,0.00003319063,0.5080384],"category_scores_gemma":[0.009821159,0.00006245068,0.00002312381,0.0004274283,0.000006353529,0.0001038466,0.0001157538,0.0000655575,0.000268874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255896,"about_ca_system_score_gemma":0.00008613875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002245634,"about_ca_topic_score_gemma":0.000009316389,"domain_scores_codex":[0.9983948,0.00004913067,0.0005557037,0.000267298,0.0006458032,0.00008722333],"domain_scores_gemma":[0.9983338,0.0009307295,0.0002654419,0.0001330013,0.0002752167,0.00006188086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000037268,0.00007347049,0.0005951877,0.00007317511,0.000005531537,1.337929e-7,0.0009183931,0.01094474,0.001906192,0.000003318356,0.9702697,0.01517284],"study_design_scores_gemma":[0.000549384,0.0001770069,0.02866825,0.001791126,0.00000520533,6.363096e-7,0.0006597261,0.5774868,0.02830585,0.0002871187,0.3617876,0.0002812505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01264532,0.00001414688,0.001829485,0.0001645565,0.000004994018,0.0004982011,0.9842595,0.00001428595,0.000569498],"genre_scores_gemma":[0.6937647,2.009506e-7,0.05160801,0.0001979373,0.00002390263,0.0008620992,0.2535027,0.000007488891,0.00003290904],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7307568,"threshold_uncertainty_score":0.9985195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782430192798449,"score_gpt":0.3467289463942152,"score_spread":0.1684859271143703,"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."}}