{"id":"W2169569475","doi":"10.2106/jbjs.l.00976","title":"The Innovation Cycle: A Framework for Taking Surgical Innovation into Clinical Practice","year":2013,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Standardization; Psychological intervention; Medicine; Quality (philosophy); Best practice; Certification; Quality management; Evidence-based practice; Evidence-based medicine; Clinical Practice; Business; Service (business); Nursing; Marketing; Alternative medicine; Management; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06586867,0.003010343,0.001833168,0.01256644,0.01039773,0.026249,0.007092458,0.01540101,0.01086366],"category_scores_gemma":[0.04541867,0.001422094,0.002999278,0.005940399,0.08417887,0.0263852,0.01683743,0.0117457,0.002896146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02472194,"about_ca_system_score_gemma":0.05420751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008559722,"about_ca_topic_score_gemma":0.006191798,"domain_scores_codex":[0.9354316,0.04534226,0.003096151,0.004232023,0.008589636,0.003308389],"domain_scores_gemma":[0.9349486,0.04381422,0.004089043,0.004065678,0.007773424,0.005309004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002474891,0.0000480572,0.0003809533,0.0002957094,0.0000216553,0.0001680567,0.003433305,0.001152637,0.00005795561,0.9755137,0.003159953,0.01574336],"study_design_scores_gemma":[0.00006372043,0.0001034852,0.0002289414,0.0006832547,0.00001636017,0.0001358396,0.001891281,0.00199601,0.00009350989,0.9347978,0.05994317,0.0000465532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007006373,0.02672165,0.5156859,0.2127549,0.003907452,0.003821729,0.0002214322,0.0006418141,0.2292389],"genre_scores_gemma":[0.3919483,0.0246623,0.530412,0.02267501,0.004054332,0.006472869,0.0002674774,0.0004722278,0.01903552],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06586867,"threshold_uncertainty_score":0.348351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599716536155938,"score_gpt":0.3813810703480833,"score_spread":0.3353839049865239,"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."}}