{"id":"W3120920266","doi":"10.1080/09638288.2020.1864036","title":"A measure of parent engagement: plan appropriateness, partnering, and positive outcome expectancy in pediatric rehabilitation sessions","year":2021,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; McMaster University; Mount Royal University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Construct validity; Construct (python library); Clinical psychology; Intervention (counseling); Rehabilitation; Expectancy theory; General partnership; Test (biology); Applied psychology; Psychometrics; Developmental psychology; Social psychology; Psychiatry","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":[0.0006992521,0.0001491845,0.0003527344,0.00008729684,0.00008688569,0.00001447221,0.00002826227,0.0001153181,0.0000246574],"category_scores_gemma":[0.001854078,0.0001290736,0.00007811883,0.0002897488,0.000271297,0.00015948,0.00005122849,0.0001782231,4.005582e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008201335,"about_ca_system_score_gemma":0.00008646669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002807678,"about_ca_topic_score_gemma":0.00008360505,"domain_scores_codex":[0.9982706,0.000351725,0.0005647062,0.0004043649,0.000248601,0.0001599686],"domain_scores_gemma":[0.9983922,0.0009868509,0.000101839,0.0002255536,0.0002135586,0.00007998149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002007562,0.0002043899,0.968797,0.001349071,0.00001409732,0.000003127557,0.02574975,0.000004013709,0.0003811638,0.000861572,0.00001286477,0.002422165],"study_design_scores_gemma":[0.001252525,0.0003665756,0.9887309,0.0002469439,0.00006743901,0.000005698114,0.007564281,0.00007224128,0.0001319394,0.001340895,0.00006563158,0.0001549103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964009,0.0005045831,0.00002020147,0.001735137,0.00009708417,0.0006597985,0.00004386245,0.00002336429,0.000515073],"genre_scores_gemma":[0.9954215,0.00007666181,0.004116056,0.00002669217,0.00003363759,0.00008572212,0.0002207076,0.000009766756,0.000009304909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993389,"threshold_uncertainty_score":0.5263467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823355614489202,"score_gpt":0.3014672368128525,"score_spread":0.2732336806679605,"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."}}