{"id":"W6958263626","doi":"10.6084/m9.figshare.19533980.v1","title":"Additional file 4 of Determinants of the de-implementation of low-value care: a multi-method study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; University of Ottawa; Dalhousie University","funders":"","keywords":"Table (database); Data file; Key (lock); Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004414512,0.001240118,0.003000117,0.007982681,0.0009930488,0.002140849,0.001988162,0.001391413,0.8386585],"category_scores_gemma":[0.07781459,0.0008121681,0.003192228,0.01230082,0.0003809103,0.003172398,0.001384372,0.001061605,0.03972639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292836,"about_ca_system_score_gemma":0.003684787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066711,"about_ca_topic_score_gemma":0.0178507,"domain_scores_codex":[0.9967703,0.0007618709,0.001286797,0.000421963,0.000492706,0.0002664175],"domain_scores_gemma":[0.9011889,0.08111475,0.008487567,0.002219238,0.006319858,0.0006696737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.002188751,0.0001782931,0.008400246,0.1867498,0.001563805,0.0001462953,0.0003285019,0.0007142963,0.0001874309,0.002876278,0.7782978,0.01836844],"study_design_scores_gemma":[0.03208256,0.0009499689,0.1059605,0.136768,0.008021772,0.001089441,0.001788007,0.003665142,0.001148636,0.01844051,0.6896171,0.0004684456],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003671979,0.000280949,0.0002095582,0.0001595383,0.00002921952,0.0005511632,0.9973612,0.0000989557,0.0009421295],"genre_scores_gemma":[0.05578366,0.00276804,0.01267557,0.002231055,0.0004387778,0.0587652,0.8340866,0.00113257,0.03211866],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8386585,"threshold_uncertainty_score":0.2301341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5735449436197887,"score_gpt":0.603854441322071,"score_spread":0.03030949770228231,"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."}}