{"id":"W6887594691","doi":"10.17605/osf.io/y3ung","title":"Developmental Resources and Parental Health Literacy Survey Study","year":2023,"lang":"en","type":"other","venue":"Scholarship@Western (Western University)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Survey research; Literacy; Health literacy; Survey data collection; Survey methodology; Adult literacy","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":[0.0008389062,0.0001984635,0.0002969687,0.001381739,0.001339188,0.0006721113,0.0004676382,0.0002888244,0.002909939],"category_scores_gemma":[0.00241058,0.0003432197,0.0003595904,0.002712567,0.0002407418,0.0004663117,0.0008086583,0.000735439,0.0007870679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003144799,"about_ca_system_score_gemma":0.003543581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5094089,"about_ca_topic_score_gemma":0.6559756,"domain_scores_codex":[0.999316,0.0001048784,0.0001164912,0.00005513959,0.0002436785,0.0001638224],"domain_scores_gemma":[0.998112,0.000141492,0.0004675476,0.00006899847,0.0007136895,0.0004964489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001920686,0.0001172859,0.9952931,0.00002432526,0.00001195533,0.00009115108,0.001167781,0.00002071932,0.00007217462,0.00004178876,0.0008855349,0.002254935],"study_design_scores_gemma":[0.000004682089,0.00006095426,0.9964182,0.00001691266,0.000005687344,0.00007804605,0.002242813,0.00003265476,0.00004187536,0.000008999084,0.00108513,0.000003956526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827557,0.000089755,0.0001087413,0.0002197204,0.000008627986,0.0004001662,0.01180254,0.00001069839,0.004603995],"genre_scores_gemma":[0.9833889,0.0003852146,0.0008174381,0.0003786997,0.00001237394,0.0008267908,0.01057245,0.000006346725,0.003611856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5094089,"threshold_uncertainty_score":0.9869606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2045414098146324,"score_gpt":0.4662489928103368,"score_spread":0.2617075829957044,"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."}}