{"id":"W6983646227","doi":"","title":"New development: 4P recommendations for implementing change, from research in hospitals","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Sustainability; Lean manufacturing; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07744094,0.002338583,0.001071937,0.00671469,0.004717682,0.01472891,0.005487318,0.01678775,0.01541598],"category_scores_gemma":[0.1462183,0.001596044,0.003088807,0.006048445,0.00579003,0.01373167,0.01235313,0.01191468,0.007598092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213391,"about_ca_system_score_gemma":0.09874756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02678107,"about_ca_topic_score_gemma":0.07086072,"domain_scores_codex":[0.9080461,0.05588221,0.01229621,0.001818697,0.01777853,0.004178308],"domain_scores_gemma":[0.8036379,0.09491512,0.009989975,0.01160668,0.05831587,0.02153458],"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":[0.00006192488,0.0004894885,0.002474756,0.003617947,0.00005134174,0.0005409087,0.005591081,0.0005884909,0.0002870831,0.01702005,0.7507089,0.218568],"study_design_scores_gemma":[0.0001318111,0.000248973,0.005470765,0.01201265,0.0001186457,0.0003766413,0.01496933,0.0003868995,0.0007170001,0.02285829,0.9425855,0.0001234902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002254346,0.00941244,0.01770819,0.9084984,0.01308143,0.002127806,0.001301467,0.001127495,0.04448836],"genre_scores_gemma":[0.05893987,0.06179821,0.4162134,0.3450415,0.004596724,0.0142295,0.004426222,0.001430125,0.09332448],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07744094,"threshold_uncertainty_score":0.4095517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3360389047485106,"score_gpt":0.3988307372397901,"score_spread":0.06279183249127945,"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."}}