{"id":"W4243386702","doi":"10.2196/preprints.18973","title":"Patient Portal Implementation and Uptake: Qualitative Comparative Case Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Thematic analysis; Patient portal; Qualitative research; Workflow; Medicine; Health care; Family medicine; Nursing; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02058908,0.0005342124,0.0007869052,0.001796673,0.009326629,0.003791798,0.002051763,0.00236452,0.006059458],"category_scores_gemma":[0.02386897,0.0008412292,0.000623796,0.003414336,0.004389226,0.003481554,0.005533075,0.002345329,0.0005393442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016687,"about_ca_system_score_gemma":0.007846815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393892,"about_ca_topic_score_gemma":0.03169281,"domain_scores_codex":[0.9832524,0.01304354,0.0005408769,0.0007438771,0.0009382459,0.001481064],"domain_scores_gemma":[0.9679845,0.0250253,0.001889389,0.0007525733,0.002417322,0.001930756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001405226,0.0007863037,0.008688229,0.0007016213,0.0000141792,0.002636578,0.9669977,0.00008335404,0.0007461344,0.001390081,0.001263102,0.01655204],"study_design_scores_gemma":[0.00003410987,0.0005585625,0.005276663,0.000532308,0.00001660231,0.0008981249,0.9823686,0.0001225486,0.0005403506,0.0002632622,0.00936248,0.00002637657],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862049,0.0007949079,0.002162641,0.001814066,0.00007193229,0.001640226,0.0003507307,0.00002250559,0.006937943],"genre_scores_gemma":[0.9888245,0.001251073,0.003239841,0.001188113,0.00003949845,0.001883408,0.0001502839,0.00002011234,0.003403057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02058908,"threshold_uncertainty_score":0.1088868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2954049365544796,"score_gpt":0.5958105057822218,"score_spread":0.3004055692277422,"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."}}