{"id":"W6986609075","doi":"","title":"Product Engagement Score evaluation for Noona Patient Engagement Platform","year":2024,"lang":"en","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Metric (unit); User engagement; Product (mathematics); Exploratory research; Patient experience; Public engagement; Patient participation; Stakeholder engagement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008717382,0.000542108,0.0005895917,0.002876232,0.0003882683,0.001876928,0.0005486418,0.0004800006,0.005243603],"category_scores_gemma":[0.02661183,0.0001492421,0.001103434,0.00178842,0.0004456375,0.001521162,0.001668835,0.0007701548,0.001093673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114649,"about_ca_system_score_gemma":0.000814421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128367,"about_ca_topic_score_gemma":0.00278727,"domain_scores_codex":[0.9913995,0.002444416,0.001079748,0.0004427371,0.00422003,0.0004136046],"domain_scores_gemma":[0.9779513,0.008439097,0.004134081,0.0008781966,0.007181148,0.00141614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004109746,0.003214456,0.5109426,0.001478961,0.0004518098,0.0002311859,0.003439916,0.002977648,0.006486441,0.002890313,0.01636418,0.4474127],"study_design_scores_gemma":[0.0002368448,0.007936832,0.9349049,0.0002931928,0.0001845267,0.000213941,0.003665421,0.0170314,0.00530689,0.000999552,0.02905404,0.0001724322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622971,0.0002575311,0.006048431,0.0004111923,0.00009971952,0.002697389,0.003575877,0.0003359957,0.02427671],"genre_scores_gemma":[0.9686102,0.0001521623,0.01764304,0.0001218007,0.00003185081,0.00412871,0.003881095,0.00005300838,0.005378148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008717382,"threshold_uncertainty_score":0.04610252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033365497855153,"score_gpt":0.3300428561302609,"score_spread":0.2267063063447456,"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."}}