{"id":"W2008115978","doi":"10.1186/1471-2431-12-100","title":"Newborn literacy program effective in increasing maternal engagement in literacy activities: an observational cohort study","year":2012,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Reading and Literacy Development","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Literacy; Observational study; Active listening; Reading (process); Cohort; Intervention (counseling); Nova scotia; Pediatrics; Family medicine; Psychology; Nursing; Pedagogy; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004451939,0.0003082258,0.0003648258,0.0006437273,0.00009800076,0.0002228146,0.0002542507,0.0001244371,0.0001659477],"category_scores_gemma":[0.0002915101,0.0003033143,0.00005789959,0.0008179256,0.00002252146,0.001267078,0.0001115706,0.000502925,0.00006787412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004086633,"about_ca_system_score_gemma":0.00009676018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321601,"about_ca_topic_score_gemma":0.00006537708,"domain_scores_codex":[0.9955671,0.002011681,0.0007009059,0.0005240773,0.000459393,0.0007368002],"domain_scores_gemma":[0.9978375,0.001286669,0.0002124417,0.0003943036,0.00008275906,0.000186317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003276361,0.003452669,0.8914778,0.00004868857,0.00002507437,0.00003094407,0.04547525,0.00002168095,0.000003745815,0.00008648004,0.00006092397,0.05898906],"study_design_scores_gemma":[0.00147417,0.0002412525,0.9927726,0.00003359016,0.00003138143,0.00001526964,0.001199679,0.0001518443,0.000003561791,0.00003574954,0.003727788,0.0003130776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940933,0.0002264413,0.0002116449,0.000009392951,0.001058987,0.002477316,0.00001407243,0.0001171218,0.001791717],"genre_scores_gemma":[0.9791447,0.00001033479,0.0177306,0.00008411703,0.0008777724,0.001652476,0.00009741562,0.00004258297,0.0003600253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012948,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05000052391775739,"score_gpt":0.3859078040306927,"score_spread":0.3359072801129353,"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."}}