{"id":"W4400355458","doi":"10.1111/cch.13305","title":"Current and preferred services of specialized professionals in childcare settings in Quebec, Canada: A descriptive survey of childcare administrators' perspectives","year":2024,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Descriptive research; Nursing; Descriptive statistics; Medical education; Psychology; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003535758,0.0002593831,0.0006667941,0.0003142671,0.00008160073,0.00001915158,0.00007460832,0.0000943769,0.00001438071],"category_scores_gemma":[0.00005542548,0.0002214305,0.00002742247,0.0003722043,0.0000595863,0.00008657692,0.00008691727,0.0003271205,1.337702e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006841653,"about_ca_system_score_gemma":0.01011266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1982876,"about_ca_topic_score_gemma":0.8606701,"domain_scores_codex":[0.9979293,0.000132778,0.000757972,0.000465138,0.000375134,0.0003396218],"domain_scores_gemma":[0.9991515,0.00006792403,0.0001577359,0.0001257059,0.000249971,0.000247204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003552148,0.00004302716,0.5711786,0.00984753,0.00006357946,0.00003150661,0.3785564,1.675474e-7,0.000002449023,0.00007437756,0.0003475648,0.03949956],"study_design_scores_gemma":[0.001183145,0.00007763292,0.9185655,0.008964697,0.000007538913,0.0000123624,0.06431204,0.000005558396,0.0002278688,0.00000302779,0.006414791,0.0002258884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080822,0.08941852,7.001598e-7,0.0006393377,0.0002443681,0.0009736269,0.0002706411,0.00001678732,0.0003538106],"genre_scores_gemma":[0.9970179,0.001264985,0.0003181251,0.0002752525,0.00003034397,0.00004447062,0.001016179,0.00001893978,0.00001382726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6623825,"threshold_uncertainty_score":0.9954991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185484541978095,"score_gpt":0.3021405191321461,"score_spread":0.2835920649343366,"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."}}