{"id":"W2104641595","doi":"10.1017/s0266462309090163","title":"The Alberta hip and knee replacement project: A model for health technology assessment based on comparative effectiveness of clinical pathways","year":2009,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Alberta Health Services; Alberta Bone and Joint Health Institute","funders":"","keywords":"Health technology; Medicine; Physical therapy; Knee replacement; Physical medicine and rehabilitation; Political science; Orthopedic surgery; Health care; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3686895,0.003774773,0.006202233,0.01004086,0.00156101,0.007304078,0.006175927,0.005220366,0.005631128],"category_scores_gemma":[0.4248644,0.00129104,0.006475464,0.009905155,0.008632324,0.006610075,0.009477889,0.003356977,0.0003050428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0247954,"about_ca_system_score_gemma":0.04216425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018094,"about_ca_topic_score_gemma":0.01033297,"domain_scores_codex":[0.2126121,0.7626826,0.006837421,0.003922622,0.01271086,0.001234401],"domain_scores_gemma":[0.6077031,0.3570106,0.0132818,0.01119905,0.008603306,0.002202187],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02120855,0.003603618,0.02329653,0.04415919,0.02097328,0.0003949299,0.004137865,0.1259912,0.0003702699,0.3148158,0.007893994,0.4331548],"study_design_scores_gemma":[0.06508835,0.04837294,0.01884252,0.03478311,0.02146927,0.0005291451,0.003438125,0.2769936,0.001104086,0.4859125,0.04262475,0.0008415714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07597035,0.05125203,0.5802507,0.04282431,0.00245764,0.1883213,0.006998785,0.000857763,0.05106703],"genre_scores_gemma":[0.3440865,0.008069935,0.5029526,0.003489385,0.0002682481,0.1394517,0.001115204,0.00004471339,0.0005216991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9798191,"threshold_uncertainty_score":0.7785183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.224108747702034,"score_gpt":0.6076747289358687,"score_spread":0.3835659812338347,"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."}}