{"id":"W2912506866","doi":"10.33137/cpoj.v1i2.31326","title":"DEVELOPMENT OF A GOVERNMENT CONTINUOUS QUALITY IMPROVEMENT PROCEDURE FOR ASSESSING THE PROVISION OF BONE ANCHORED LIMB PROSTHESIS: A PROCESS RE-DESIGN DESCRIPTIVE STUDY","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosthesis; Descriptive research; Government (linguistics); Process (computing); Operations management; Quality (philosophy); Process management; Business; Medicine; Engineering; Computer science; Surgery; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747249,0.000341624,0.0007815677,0.0001758314,0.0005447685,0.0001150422,0.0002405485,0.0001260836,0.00001791108],"category_scores_gemma":[0.001042635,0.0002378551,0.0001694648,0.0003123483,0.0003345055,0.00015607,0.0000542469,0.0003772745,0.000001650531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000858543,"about_ca_system_score_gemma":0.004762823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001636971,"about_ca_topic_score_gemma":0.00760784,"domain_scores_codex":[0.9961195,0.0001442011,0.001544619,0.0003848818,0.001144797,0.0006620162],"domain_scores_gemma":[0.996228,0.0001141298,0.001236556,0.0004426483,0.001460186,0.0005184346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006047424,0.007048979,0.4887136,0.003144759,0.002152906,0.0002463416,0.2370142,0.00008891991,0.08645445,0.0003457709,0.001300618,0.167442],"study_design_scores_gemma":[0.0205965,0.03513492,0.39193,0.003983074,0.00205357,0.001059773,0.275277,0.001940469,0.259223,0.0009867041,0.006007018,0.001807979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891677,0.0001483015,0.003577576,0.0008472117,0.0002106501,0.005895432,0.00004682351,0.0000164772,0.00008983369],"genre_scores_gemma":[0.9725229,0.000005799528,0.02670218,0.0001949518,0.0001213233,0.0001510423,0.000003522818,0.00006654078,0.0002317324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727686,"threshold_uncertainty_score":0.969945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062892580047742,"score_gpt":0.3255752880720288,"score_spread":0.2849463622715515,"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."}}