{"id":"W2604669039","doi":"10.3233/978-1-61499-742-9-156","title":"Novel Approaches to Digital Health Evaluation Capacity Building","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Health Infoway","funders":"","keywords":"Capacity building; Work (physics); Computer science; Knowledge management; Data science; Engineering management; Process management; Risk analysis (engineering); Business; Engineering; 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":[0.0619487,0.001052723,0.0008266053,0.006669813,0.007657833,0.01745978,0.004461546,0.004104932,0.02166702],"category_scores_gemma":[0.09115798,0.0007595074,0.001226159,0.004983724,0.02692484,0.01693052,0.02495112,0.005166893,0.001186872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02219118,"about_ca_system_score_gemma":0.04305097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794414,"about_ca_topic_score_gemma":0.02494736,"domain_scores_codex":[0.9559494,0.03171539,0.001400214,0.003315668,0.004888617,0.002730727],"domain_scores_gemma":[0.9091309,0.06075929,0.003692154,0.01028324,0.01119918,0.004935152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001686067,0.00007318216,0.0004166036,0.0001326693,0.00001922492,0.00005239858,0.002324032,0.00247105,0.00007622298,0.965268,0.003266426,0.02588343],"study_design_scores_gemma":[0.00005602504,0.00003195375,0.0003658644,0.0003447717,0.00001973565,0.00004544768,0.003992365,0.007982533,0.0002972485,0.9424733,0.04435977,0.00003096479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02390123,0.00311974,0.3994845,0.1147902,0.0006262607,0.00191699,0.000310415,0.0003846091,0.4554661],"genre_scores_gemma":[0.7535347,0.001457945,0.2164804,0.00323749,0.0003136573,0.002413034,0.0001594925,0.0001148262,0.02228848],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0619487,"threshold_uncertainty_score":0.32762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5983343758326666,"score_gpt":0.5405170422370302,"score_spread":0.05781733359563634,"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."}}