{"id":"W3017695476","doi":"10.22605/rrh5509","title":"Look at Mummy: challenges in training parents to deliver a home treatment program for childhood apraxia of speech in a rural Canadian community","year":2020,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Language Development and Disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health","funders":"","keywords":"Training (meteorology); Medical education; Rural area; Rural community; Psychology; Medicine; Nursing; Sociology; Geography; Socioeconomics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001856773,0.0001416753,0.0003226908,0.0001262587,0.00009816172,0.000006438198,0.00009125141,0.00007506123,0.00002899907],"category_scores_gemma":[0.00001478028,0.0001146636,0.00003699319,0.000153075,0.00002507109,0.00002633515,0.00002918244,0.0001248227,0.000008306574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957455,"about_ca_system_score_gemma":0.0001480279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2773278,"about_ca_topic_score_gemma":0.6989032,"domain_scores_codex":[0.9989206,0.0001419418,0.0002640139,0.0001516516,0.00006405852,0.000457765],"domain_scores_gemma":[0.99943,0.00003931579,0.00005583525,0.0001127678,0.000013352,0.000348717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001313003,0.0001235134,0.0116323,0.00007136798,0.00002077204,0.000009752236,0.1537399,8.052145e-7,0.000002511778,0.00002683645,0.00005889955,0.834182],"study_design_scores_gemma":[0.005153129,0.002380464,0.8396066,0.0002296082,0.000008323388,0.00001606135,0.1492365,0.0001258491,0.000005957719,0.000210237,0.002753917,0.0002733444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852328,0.002424817,0.000001383473,0.01030817,0.00006701466,0.00123658,0.0000343125,0.00002249541,0.0006724386],"genre_scores_gemma":[0.9971998,0.0006592735,0.0007952844,0.001137383,0.00003037843,0.0000262262,0.00008425857,0.00001337232,0.00005400393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8339087,"threshold_uncertainty_score":0.7274845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08123093509669471,"score_gpt":0.3373163005625237,"score_spread":0.2560853654658289,"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."}}