{"id":"W2977024976","doi":"10.12927/hcq.2019.25902","title":"myHip&Knee: Improving Patient Engagement and Self-Management through Mobile Technology","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Health care; Medicine; Knee replacement; Nursing; Business; Orthopedic surgery; Surgery; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005023264,0.0003961519,0.0005232893,0.0006359025,0.0003749023,0.0001743057,0.000302588,0.0003715201,0.0001226715],"category_scores_gemma":[0.00001232865,0.0003803886,0.00008060397,0.0008158147,0.00006451632,0.0006578446,0.0002534766,0.0005404846,0.001050638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647788,"about_ca_system_score_gemma":0.00006146751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004105279,"about_ca_topic_score_gemma":0.0007854615,"domain_scores_codex":[0.996966,0.00005602611,0.0007706874,0.0008916616,0.0003801061,0.0009355222],"domain_scores_gemma":[0.9983708,0.00003368221,0.0004160474,0.0009047193,0.0002290746,0.00004569953],"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":[0.00002873421,0.0002142818,0.01012331,0.004188702,0.00007885331,0.00004669455,0.001565929,0.000001698995,0.0001285869,0.2145218,0.001318418,0.767783],"study_design_scores_gemma":[0.0009549653,0.000767891,0.001698437,0.0001953596,0.00003522595,0.00002694067,0.01055078,0.0001657371,0.00001344599,0.008411228,0.9766508,0.0005292224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734111,0.001621132,0.000337774,0.01005163,0.001558284,0.003337569,0.000007347498,0.001547707,0.008127452],"genre_scores_gemma":[0.9936511,0.00004968507,0.001843282,0.003215009,0.0003420059,0.0006128897,0.00002472016,0.00007108057,0.0001902589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9753324,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287864927053864,"score_gpt":0.2519935098177002,"score_spread":0.2391148605471616,"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."}}