{"id":"W3202555939","doi":"10.1136/bmjinnov-2021-000762","title":"PatientLink: a patient-centred status dashboard for the perioperative process","year":2021,"lang":"en","type":"article","venue":"BMJ Innovations","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perioperative; Dashboard; Process (computing); Medicine; Process management; Intensive care medicine; Business; Computer science; Data science; Surgery; Operating system","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":[0.01069646,0.001560674,0.001597806,0.003856645,0.0009097335,0.006324974,0.001949751,0.002219053,0.05390789],"category_scores_gemma":[0.06358664,0.0008749223,0.0008147291,0.002022486,0.0004342576,0.004887859,0.006785267,0.003521954,0.02495096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110715,"about_ca_system_score_gemma":0.002401317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542435,"about_ca_topic_score_gemma":0.002430461,"domain_scores_codex":[0.9904026,0.003305574,0.001671859,0.0007713294,0.003435329,0.0004133516],"domain_scores_gemma":[0.9462042,0.03327773,0.004257703,0.005506284,0.005397662,0.005356499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003359524,0.0007223093,0.008619596,0.001345677,0.0002486969,0.0003223019,0.001326415,0.001136313,0.002487926,0.001926307,0.5027697,0.4757352],"study_design_scores_gemma":[0.001574783,0.001521699,0.02405468,0.002104003,0.0004819937,0.0006380324,0.001367868,0.02270288,0.01491881,0.01391597,0.9158974,0.0008218792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.03577708,0.003496465,0.1890974,0.02024293,0.007885356,0.003986472,0.06916599,0.6153044,0.05504387],"genre_scores_gemma":[0.3864459,0.008672943,0.3168704,0.02007263,0.005984708,0.007053757,0.1062707,0.05844404,0.09018488],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05390789,"threshold_uncertainty_score":0.1803399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09205131514675843,"score_gpt":0.4690299842854641,"score_spread":0.3769786691387057,"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."}}