{"id":"W3011343201","doi":"10.2196/16415","title":"Effectiveness of a Mobile eHealth App in Guiding Patients in Pain Control and Opiate Use After Total Knee Replacement: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Opiate; Visual analogue scale; Physical therapy; Acetaminophen; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004328242,0.001802018,0.005213291,0.0007933419,0.0008897731,0.001848387,0.00134396,0.004037805,0.01243992],"category_scores_gemma":[0.00731102,0.001014634,0.004764305,0.000817341,0.001687833,0.002072895,0.0007979224,0.003181429,0.001072485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235829,"about_ca_system_score_gemma":0.002189177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696787,"about_ca_topic_score_gemma":0.003021135,"domain_scores_codex":[0.9965008,0.001812268,0.0004990823,0.000537653,0.0003233296,0.000326787],"domain_scores_gemma":[0.9964609,0.001603076,0.0008641657,0.0002196817,0.0003186941,0.0005334995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9799421,0.006893629,0.0002314099,0.002924789,0.001701928,0.00002632909,0.00004671643,0.00007765504,0.0003533511,0.00005946579,0.0003108397,0.007431708],"study_design_scores_gemma":[0.965063,0.03259946,0.0004887988,0.0001810788,0.001100017,0.00000794984,0.00002076631,0.0001236437,0.00008529394,0.00006330817,0.0002561346,0.00001058107],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873602,0.03050252,0.002651583,0.002371689,0.004940643,0.0633891,0.00276679,0.0003669892,0.005650506],"genre_scores_gemma":[0.901503,0.01076966,0.006117631,0.002986505,0.002532453,0.07045379,0.0009804057,0.00004380454,0.00461277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243992,"threshold_uncertainty_score":0.04161561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906137228336839,"score_gpt":0.3109379753767355,"score_spread":0.291876603093367,"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."}}