{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01848467,0.001258944,0.000673427,0.002567835,0.001977285,0.003454111,0.001665175,0.0017586,0.01209848],"category_scores_gemma":[0.01017896,0.0004695965,0.0005977636,0.002563051,0.001191155,0.002303468,0.006295188,0.001941017,0.002668554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007760502,"about_ca_system_score_gemma":0.05443904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08311345,"about_ca_topic_score_gemma":0.04673693,"domain_scores_codex":[0.9923611,0.003538966,0.0003318793,0.0003905902,0.002106274,0.001271231],"domain_scores_gemma":[0.9839875,0.002465328,0.0007526573,0.0006568253,0.00376761,0.008370259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006909803,0.01261092,0.1377975,0.003571023,0.0004611278,0.000724311,0.008229148,0.003347175,0.007822262,0.04861216,0.2835736,0.486341],"study_design_scores_gemma":[0.002254855,0.004977339,0.3672278,0.0009263109,0.000305131,0.0004215182,0.01564479,0.003941418,0.0152732,0.003846291,0.5850922,0.00008907663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3876979,0.005764761,0.02224458,0.07145566,0.001877108,0.03291158,0.2013181,0.003377221,0.273353],"genre_scores_gemma":[0.5724253,0.003510799,0.06469081,0.005313055,0.0004516695,0.02578411,0.1773347,0.0008454323,0.1496442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08311345,"threshold_uncertainty_score":0.1652594,"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."}}