{"id":"W3186995762","doi":"10.1186/s12911-021-01589-5","title":"Development and field testing of a patient decision aid for management of acute Achilles tendon rupture: a study protocol","year":2021,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Orthopaedic Foundation","keywords":"Medicine; Achilles tendon; Protocol (science); Test (biology); Usability; Physical therapy; Population; Achilles tendon rupture; Medical emergency; Medical physics; Surgery; Tendon; Computer science; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0817649,0.002039165,0.001929318,0.001818221,0.003847393,0.003087641,0.004096632,0.004360514,0.02282639],"category_scores_gemma":[0.07117352,0.002255068,0.002493537,0.001290062,0.002634015,0.0024329,0.003303278,0.005065795,0.005378799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005309638,"about_ca_system_score_gemma":0.03363198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908871,"about_ca_topic_score_gemma":0.004533215,"domain_scores_codex":[0.9635907,0.02631753,0.003665524,0.00153718,0.003139133,0.001750017],"domain_scores_gemma":[0.9454508,0.0236191,0.004078294,0.006225171,0.01656864,0.004057949],"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":[0.136722,0.2333719,0.02325254,0.05155072,0.0008186901,0.003643979,0.03776543,0.01162932,0.01140171,0.01441951,0.04634746,0.4290767],"study_design_scores_gemma":[0.2285924,0.3353344,0.05195537,0.02366494,0.001199116,0.001269887,0.03405913,0.009653779,0.01672769,0.01134895,0.2851648,0.001029502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01107601,0.00005335978,0.003023542,0.0001265796,0.00006784611,0.984443,0.0003820512,0.00002535072,0.0008022296],"genre_scores_gemma":[0.004725951,0.00007443466,0.008428459,0.0001434919,0.00001547206,0.9861247,0.0001307351,0.000003368895,0.0003533806],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0817649,"threshold_uncertainty_score":0.4324193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983320927194573,"score_gpt":0.4755106649961504,"score_spread":0.2771785722766931,"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."}}