{"id":"W6977389487","doi":"10.6084/m9.figshare.c.5286946","title":"A conceptual model of functional health literacy to improve chronic airway disease outcomes","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptual model; Health literacy; Numeracy; Empowerment; Disease; Process (computing); Literacy; Conceptual framework; Chronic disease","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":[0.008227214,0.00101338,0.0003618333,0.003602068,0.001517457,0.004401062,0.002314846,0.002151817,0.004756193],"category_scores_gemma":[0.009109121,0.0004304785,0.001475418,0.002518772,0.00604067,0.004887898,0.003350964,0.002366441,0.0003649397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00787829,"about_ca_system_score_gemma":0.01386125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143076,"about_ca_topic_score_gemma":0.009689854,"domain_scores_codex":[0.9942394,0.004035606,0.0002789982,0.0004652967,0.0006428802,0.0003378307],"domain_scores_gemma":[0.9929189,0.004483717,0.0005845739,0.000239465,0.001115737,0.0006575764],"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":[0.0000578797,0.0004057082,0.01368294,0.00128847,0.00009016077,0.0004113288,0.0355532,0.008518242,0.0006264134,0.8758692,0.005462612,0.05803391],"study_design_scores_gemma":[0.0002588067,0.0007965888,0.02214386,0.006357777,0.0004304748,0.001506266,0.05162532,0.06911705,0.001273504,0.7067365,0.1395648,0.0001891247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1836037,0.008810719,0.4498955,0.1220441,0.000458738,0.004986224,0.002064974,0.0005583248,0.2275776],"genre_scores_gemma":[0.820372,0.00231557,0.1667037,0.0030024,0.00007953167,0.00342466,0.0006688708,0.00002833318,0.003405002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01143076,"threshold_uncertainty_score":0.05716127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05006992045702151,"score_gpt":0.3469572844693485,"score_spread":0.296887364012327,"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."}}