{"id":"W4381930147","doi":"10.3389/frhs.2023.1160217","title":"Barriers and facilitators to implementation of developmental screening and early intervention in Canadian organizations following completion of a training and coaching model: a thematic analysis","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Queen's University","funders":"Kids Brain Health Network","keywords":"Coaching; Thematic analysis; Intervention (counseling); Psychology; Medical education; Training (meteorology); Applied psychology; Medicine; Qualitative research; Psychotherapist; Sociology","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":[0.0007402341,0.00007554223,0.0003239466,0.0012061,0.00007844834,0.00001149841,0.00002839293,0.0000316803,0.000003146814],"category_scores_gemma":[0.00002340391,0.00008214935,0.00002028169,0.001093121,0.00001358428,0.0001239094,0.00002524463,0.00005259811,2.31223e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009788591,"about_ca_system_score_gemma":0.0001471339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09769724,"about_ca_topic_score_gemma":0.1795776,"domain_scores_codex":[0.9990516,0.00005399888,0.0004409053,0.000147809,0.0001155736,0.0001901546],"domain_scores_gemma":[0.9996441,0.00002444577,0.00009846115,0.00003949089,0.00003109287,0.0001623793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009347426,7.024688e-7,0.8650861,0.0007179269,0.0000710091,0.000001107777,0.13066,0.0002014172,0.0000221597,0.00001151792,0.00000190089,0.003216828],"study_design_scores_gemma":[0.000643839,0.00005007632,0.7981206,0.0007800217,0.00004960481,9.088589e-7,0.142821,0.05737552,0.00002016717,0.00005866859,0.000006197754,0.00007338064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971285,0.0001580627,0.002076533,0.0001606403,0.00002679025,0.0003835511,0.00004686879,0.000009229267,0.000009848862],"genre_scores_gemma":[0.9743391,0.00002435297,0.02539353,0.00007919679,0.000001444845,0.00001319183,0.0001408785,0.000006790107,0.000001489897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08188038,"threshold_uncertainty_score":0.9083112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162592281049517,"score_gpt":0.305586392583333,"score_spread":0.2893271644783813,"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."}}