{"id":"W4223456402","doi":"10.2196/34899","title":"Lessons Learned Through Two Phases of Developing and Implementing a Technology Supporting Integrated Care: Case Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Canada; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Viewpoints; Health care; Focus group; Information and Communications Technology; Nursing; Medical education; Psychology; Knowledge management; Public relations; Medicine; Computer science; World Wide Web; Business; Political science; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02349586,0.001789566,0.0009729934,0.00222709,0.01277865,0.008757997,0.005898099,0.00892798,0.002616681],"category_scores_gemma":[0.05130474,0.001530536,0.001223642,0.002142135,0.009144602,0.008862119,0.01129868,0.009188687,0.0009134432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047819,"about_ca_system_score_gemma":0.009809168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007324335,"about_ca_topic_score_gemma":0.0158236,"domain_scores_codex":[0.9565609,0.03271614,0.001421715,0.001967596,0.003350429,0.003983186],"domain_scores_gemma":[0.9616357,0.021117,0.002523993,0.002317172,0.00431756,0.00808861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002306096,0.005688932,0.01336764,0.001227228,0.00006454354,0.04209347,0.8315377,0.001495034,0.002525872,0.01309975,0.007761382,0.08090782],"study_design_scores_gemma":[0.000149038,0.002391716,0.00638982,0.002211266,0.00008090036,0.02227686,0.8462551,0.002834392,0.006094375,0.004942049,0.1061308,0.000243702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143955,0.001747234,0.03489772,0.01474601,0.0004230848,0.003266135,0.000187316,0.0002266312,0.03011039],"genre_scores_gemma":[0.9159177,0.002675886,0.06150253,0.003247053,0.0001813911,0.002208457,0.0001793069,0.0001888995,0.01389883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349586,"threshold_uncertainty_score":0.1242595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2082969178751531,"score_gpt":0.5509115688099134,"score_spread":0.3426146509347603,"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."}}