{"id":"W2106849803","doi":"10.2196/med20.3128","title":"Transforming Patient Experience: Health Web Science Meets Medicine 2.0","year":2014,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Highlands and Islands","keywords":"Participatory design; Health care; Engineering ethics; The Internet; Participatory action research; Citizen journalism; Field (mathematics); Action (physics); Call to action; Interdisciplinarity; Knowledge management; Psychology; Sociology; Computer science; World Wide Web; Engineering; Political science; Social science","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":[0.02749614,0.0006615492,0.0007713697,0.001383517,0.006084382,0.01722061,0.001454581,0.007246613,0.007991669],"category_scores_gemma":[0.02002148,0.0005050448,0.0008735736,0.001332444,0.02302127,0.01647294,0.0190555,0.008831196,0.001415034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004147421,"about_ca_system_score_gemma":0.005572033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000819925,"about_ca_topic_score_gemma":0.0009431405,"domain_scores_codex":[0.9475874,0.04634422,0.0008183219,0.0008813847,0.00320588,0.001162793],"domain_scores_gemma":[0.9731783,0.02012357,0.0009595296,0.001432156,0.0009506839,0.003355691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001441662,0.0002734407,0.00398708,0.001009626,0.00004596628,0.001908343,0.63046,0.0005811179,0.002327058,0.2103422,0.03120106,0.1177199],"study_design_scores_gemma":[0.00009362862,0.0004444119,0.001870032,0.001109573,0.00004839038,0.003546933,0.2702641,0.001305301,0.001624566,0.1115579,0.6080326,0.0001025561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1351534,0.01304641,0.08988558,0.5791502,0.003577658,0.0005498414,0.0001950505,0.001011837,0.1774301],"genre_scores_gemma":[0.9076051,0.006270622,0.02987775,0.04302221,0.001104557,0.0004203664,0.0001006788,0.0002517108,0.01134704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02749614,"threshold_uncertainty_score":0.1454152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266260471771151,"score_gpt":0.3309553615304712,"score_spread":0.3082927568127597,"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."}}