{"id":"W3113468922","doi":"10.23889/ijpds.v5i5.1520","title":"Supported Playgroup Participation During Infancy and Developmental Health at School Entry: The Healthy Baby Community Support Program in Manitoba, Canada","year":2020,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Developmental psychology; Psychology; Gerontology; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002026654,0.00008770742,0.000100934,0.0001034314,0.002298134,0.0003958316,0.001034247,0.00002409452,0.0001083093],"category_scores_gemma":[0.001542052,0.00007656201,0.00001299034,0.0003799178,0.0001477727,0.001364632,0.0003116904,0.0002641844,0.000004778246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389486,"about_ca_system_score_gemma":0.005190733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2627798,"about_ca_topic_score_gemma":0.8147616,"domain_scores_codex":[0.9977614,0.0001801682,0.0005023946,0.0002239094,0.0009922757,0.0003398377],"domain_scores_gemma":[0.9988024,0.000105608,0.0002904276,0.0001314576,0.0002300455,0.0004400453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000713753,0.00007582781,0.9625161,0.000009623372,0.00001294385,0.000002664441,0.013633,0.0000404747,0.00001890008,0.0006975415,0.006783868,0.01613771],"study_design_scores_gemma":[0.0004380443,0.00003604174,0.9691324,0.00002522499,0.000001774769,0.00001285623,0.007325906,0.0003051742,0.00001135475,0.0000810789,0.02253778,0.00009232468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963301,0.00002058846,0.00005224735,0.03497321,0.0007761113,0.0005591011,0.00008339914,0.00002142785,0.0002129007],"genre_scores_gemma":[0.9945459,0.00008919185,0.001407081,0.003254324,0.000218315,0.00002346283,0.0003948805,0.000005437438,0.00006142704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519817,"threshold_uncertainty_score":0.9990007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000355111639905,"score_gpt":0.4033846545253866,"score_spread":0.3033491433613961,"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."}}