{"id":"W6940089671","doi":"10.6084/m9.figshare.23902938.v1","title":"Additional file 4 of The Implementation in Context (ICON) Framework: A meta-framework of context domains, attributes and features in healthcare","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Trade Secret Protection Methods","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Health care; Feature (linguistics); Key (lock)","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":[0.0003535209,0.0001550837,0.0004545563,0.0002027119,0.0001812125,0.000006430012,0.0001971135,0.000376345,0.9149663],"category_scores_gemma":[0.01294956,0.000120468,0.0001197157,0.0009023036,0.00003115578,0.00008725335,0.0001876556,0.001146214,0.0001528528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009480333,"about_ca_system_score_gemma":0.0003102093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004678068,"about_ca_topic_score_gemma":0.004990894,"domain_scores_codex":[0.9971058,0.001320584,0.0006703276,0.0002626568,0.0002815265,0.0003591427],"domain_scores_gemma":[0.9849506,0.01402494,0.0004974531,0.0002828967,0.0001780189,0.00006609588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003165402,0.00001453117,0.00136636,0.0006209553,0.00005024886,0.000001840555,0.002081934,0.00000200107,0.000006810939,0.001306878,0.9898015,0.004715331],"study_design_scores_gemma":[0.0006694317,0.00007326777,0.6597682,0.009717809,0.0000224449,0.0000020049,0.01086596,0.00002074005,0.0001215067,0.009800917,0.3087688,0.0001689817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001030682,0.0004787711,0.000003696298,0.002864327,0.0000742469,0.001365463,0.9940674,0.00004397639,0.00007146284],"genre_scores_gemma":[0.253269,0.00002067287,0.004696221,0.002872889,0.0001562358,0.01175557,0.7267293,0.00005186061,0.000448265],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9148135,"threshold_uncertainty_score":0.9953648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113128692051952,"score_gpt":0.4422284127331192,"score_spread":0.330915543527924,"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."}}