{"id":"W1986767263","doi":"10.1111/j.1552-6356.2005.tb00796.x","title":"From Paper to Practice Change","year":2005,"lang":"en","type":"article","venue":"AWHONN Lifelines","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00213042,0.0001154785,0.0001682966,0.0001354693,0.0001130648,0.000215531,0.000457366,0.00005229178,0.0007839134],"category_scores_gemma":[0.004187246,0.00008065731,0.00005824943,0.0005134202,0.00001893746,0.001620193,0.0001136535,0.00008703156,0.01706541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002765313,"about_ca_system_score_gemma":0.00007263645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002578254,"about_ca_topic_score_gemma":0.0004710066,"domain_scores_codex":[0.9973643,0.0001553034,0.0005079641,0.0003668153,0.001409164,0.0001963888],"domain_scores_gemma":[0.9972452,0.001243431,0.0001499417,0.0005639878,0.0006314256,0.000165995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005286842,0.0001110186,0.005297834,6.703136e-7,0.00001544009,0.0000023984,0.005083793,0.000294612,0.0006294468,0.00007889829,0.4667003,0.5217327],"study_design_scores_gemma":[0.000209841,0.00004107347,0.01368871,0.000008033189,0.00001014534,0.000001981038,0.00150234,0.002500827,0.0002758534,0.001081877,0.9805567,0.0001226358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3236661,0.001067598,0.004957107,0.6511533,0.0108724,0.0008086974,0.00009501748,0.0002011378,0.007178671],"genre_scores_gemma":[0.6648383,0.0001023415,0.04263566,0.07278422,0.2128455,0.0001030404,0.00002084297,0.00001696991,0.006653151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.578369,"threshold_uncertainty_score":0.9836999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.348585282103451,"score_gpt":0.5630503638802744,"score_spread":0.2144650817768234,"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."}}