{"id":"W3188047445","doi":"","title":"Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptual model; Conceptual framework; Health informatics; Informatics; Management science; Computer science; Knowledge management; Data science; Conceptual change; Sociology; Health care; Social science; Engineering; Political 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":[0.09487376,0.003137418,0.004211472,0.03586778,0.006643154,0.02063784,0.009253668,0.00764046,0.007457501],"category_scores_gemma":[0.1093657,0.002437995,0.005967579,0.04697066,0.01636926,0.04176486,0.009171802,0.01472474,0.001654503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03062323,"about_ca_system_score_gemma":0.06180852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02019771,"about_ca_topic_score_gemma":0.0264415,"domain_scores_codex":[0.9638587,0.02240352,0.004832727,0.001989913,0.005777625,0.001137466],"domain_scores_gemma":[0.8121583,0.1494007,0.009373714,0.003565443,0.02284114,0.002660766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000811005,0.0003354706,0.002990667,0.06163815,0.0003720366,0.0007475025,0.02396898,0.002359313,0.0002084913,0.4217755,0.05539235,0.4301305],"study_design_scores_gemma":[0.0001170666,0.0001130483,0.003837539,0.2609645,0.0006592866,0.001264452,0.06753458,0.005725674,0.0003341978,0.3181386,0.3409998,0.0003112023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002886007,0.7723761,0.04094798,0.1677902,0.003807771,0.001140297,0.000281831,0.0002475356,0.01052222],"genre_scores_gemma":[0.0465,0.8149506,0.117858,0.01511804,0.0009509444,0.00265185,0.0006198879,0.00009206802,0.001258587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09487376,"threshold_uncertainty_score":0.5017464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4170672884641095,"score_gpt":0.6042091042415293,"score_spread":0.1871418157774198,"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."}}