{"id":"W3033468783","doi":"10.1007/s10209-020-00722-x","title":"The Metis project—education for health: a project report","year":2020,"lang":"en","type":"article","venue":"Universal Access in the Information Society","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação Calouste Gulbenkian","keywords":"Metis; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001346005,0.0001429661,0.0001856818,0.00006589209,0.002374105,0.0001085701,0.001284769,0.0001429382,0.00001016391],"category_scores_gemma":[0.001138729,0.00009403236,0.0001293747,0.0009614548,0.00009515536,0.001876473,0.0003037875,0.0007208285,0.00002141368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005983108,"about_ca_system_score_gemma":0.004358039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963664,"about_ca_topic_score_gemma":0.0001819917,"domain_scores_codex":[0.9972025,0.0007330753,0.001085642,0.000160528,0.0004030428,0.0004152232],"domain_scores_gemma":[0.9961745,0.001342129,0.001158909,0.0006426048,0.000615599,0.00006628817],"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":[0.0001315513,0.00003911719,0.003875233,0.0008998377,0.00002757051,1.92156e-7,0.4317303,0.0000282873,6.047126e-7,0.01477874,0.5350285,0.01346004],"study_design_scores_gemma":[0.0005333388,0.00005675251,0.0009086151,0.00007757862,0.000006845976,0.000002081791,0.2635621,0.003374347,0.000002025215,0.0004516837,0.7309331,0.0000914663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01357965,0.001976983,0.01661064,0.8485987,0.003660032,0.04527129,0.0004275139,0.0008660171,0.06900916],"genre_scores_gemma":[0.6853666,0.003168426,0.01932487,0.2755257,0.001169675,0.01113372,0.002595345,0.0000887573,0.001626845],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.671787,"threshold_uncertainty_score":0.9989247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.30187192173787,"score_gpt":0.4976931955396141,"score_spread":0.1958212738017441,"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."}}