{"id":"W2607340930","doi":"10.1080/09638288.2017.1309583","title":"A transactional framework for pediatric rehabilitation: shifting the focus to situated contexts, transactional processes, and adaptive developmental outcomes","year":2017,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Holland Bloorview Kids Rehabilitation Hospital; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Situated; Transactional leadership; Transactional analysis; Focus (optics); Rehabilitation; Psychology; Developmental psychology; Computer science; Social psychology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104132,0.00023467,0.0002828768,0.00005604228,0.001280819,0.0001330688,0.00017574,0.0001948319,0.00005633479],"category_scores_gemma":[0.001857773,0.0001828984,0.0001219509,0.000138012,0.0008615661,0.0002993091,0.00001345822,0.0002300091,0.000004945483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123826,"about_ca_system_score_gemma":0.00009500558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001946353,"about_ca_topic_score_gemma":0.0009001514,"domain_scores_codex":[0.9982604,0.0001605345,0.0004620117,0.0006036871,0.0002440996,0.0002692279],"domain_scores_gemma":[0.9917597,0.007356032,0.0001673142,0.0003166615,0.0002892239,0.0001111204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002745564,0.0009757055,0.5940818,0.0005012192,0.0002250229,4.522605e-7,0.2771312,0.00006701854,0.00002644544,0.05043772,0.0001899618,0.07361788],"study_design_scores_gemma":[0.001175278,0.000627693,0.8997673,0.0000340298,0.00006871401,0.000003805417,0.03767563,0.0001078575,5.459715e-7,0.0598851,0.000403094,0.0002509458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962073,0.0002384343,0.0878902,0.01337341,0.0004274516,0.001601073,0.0001488282,0.00005290777,0.00006040373],"genre_scores_gemma":[0.9648026,0.00002279508,0.03410752,0.0001835851,0.0001431133,0.0006545625,0.00001634876,0.00002213862,0.00004732847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056855,"threshold_uncertainty_score":0.9851153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211828811287336,"score_gpt":0.3228376987982874,"score_spread":0.300719410685414,"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."}}