{"id":"W2913899632","doi":"10.2196/13123","title":"Establishment of a New Platform for the Management of Patients After Cardiac Surgery: Descriptive Study","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Telemedicine; Context (archaeology); Upload; Population; Cardiac surgery; Quality of life (healthcare); Medical emergency; Medical physics; Surgery; Health care; Nursing; Computer science; World Wide Web","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":[0.001580203,0.0002034731,0.0002974997,0.002571898,0.0006993865,0.0006917847,0.000324485,0.0003784125,0.002126072],"category_scores_gemma":[0.003082782,0.0002463726,0.0004720703,0.001657878,0.0003255637,0.001196381,0.0007752488,0.0004705031,0.0004238627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007065319,"about_ca_system_score_gemma":0.001663613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003228236,"about_ca_topic_score_gemma":0.003257203,"domain_scores_codex":[0.9991554,0.0002154829,0.0001526992,0.0001374679,0.0002060461,0.0001328727],"domain_scores_gemma":[0.9981235,0.0004252338,0.0005251918,0.0001694904,0.0004418212,0.0003148425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008670416,0.000462133,0.9882174,0.00005399271,0.00001245014,0.0002016057,0.000996375,0.00003143171,0.0002223898,0.00006516038,0.0003459083,0.009304483],"study_design_scores_gemma":[0.00002765145,0.001152701,0.9878144,0.00005081763,0.00004869689,0.0007331948,0.007413459,0.0004458523,0.0002747904,0.00005294447,0.001964517,0.00002089005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977926,0.0001509514,0.0004556892,0.00007645978,0.000006995975,0.0003085457,0.0004585085,0.000007819101,0.0007423433],"genre_scores_gemma":[0.9960365,0.0002770464,0.001407092,0.000116249,0.00002414583,0.0005316466,0.001083885,0.000006607378,0.0005169717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003228236,"threshold_uncertainty_score":0.008357048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850769358432695,"score_gpt":0.2768783043716169,"score_spread":0.2583706107872899,"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."}}