{"id":"W2913056131","doi":"","title":"A Transdisciplinary Model to Improve Screening and Early Intervention within Dietetics and Speech Pathology: A Case Study","year":2014,"lang":"en","type":"article","venue":"Journal of Research in Interprofessional Practice and Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Speech-Language Pathology; Intervention (counseling); Medicine; Pathology; Nursing; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02567573,0.0001154462,0.0002515573,0.001268195,0.0003830509,0.0004667455,0.0002404136,0.00008737317,0.000008693591],"category_scores_gemma":[0.006762379,0.00008195096,0.00003809104,0.0007099045,0.0001568566,0.001813955,0.000442627,0.001012628,0.00000312275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006848085,"about_ca_system_score_gemma":0.0004075616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371533,"about_ca_topic_score_gemma":0.0004872914,"domain_scores_codex":[0.9948333,0.002305984,0.0008901365,0.000371797,0.001341456,0.0002573459],"domain_scores_gemma":[0.9940498,0.003105817,0.0003721028,0.0002125196,0.00194332,0.000316468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01518893,0.003305718,0.05146835,0.0001517207,0.00008798504,0.001965243,0.2298166,0.0001968977,0.005146856,0.001089898,0.00308035,0.6885014],"study_design_scores_gemma":[0.0017102,0.009932026,0.02199133,0.0009939946,0.00003243122,0.006101076,0.880458,0.03334586,0.0001495186,0.04495637,0.0001327939,0.0001964073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781229,0.0002431896,0.004256986,0.0162975,0.0003915777,0.0004784337,0.000002301106,0.000002685272,0.0002044085],"genre_scores_gemma":[0.9915497,0.00002129642,0.007571948,0.00007451118,0.0001949073,0.00003616229,4.90439e-7,0.00000921564,0.0005417173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.688305,"threshold_uncertainty_score":0.8898746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638504168812099,"score_gpt":0.5646445975680711,"score_spread":0.4007941806868612,"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."}}