{"id":"W4392562703","doi":"10.21203/rs.3.rs-4001345/v1","title":"Bringing the Computer-Based instrument for Low motor Language Testing to Canada: A survey of caregiver and clinician perspectives","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Holland Bloorview Kids Rehabilitation Hospital; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Survey instrument; Human–computer interaction; Computer science; Applied psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007996436,0.0002068465,0.0003075621,0.002172071,0.002790243,0.002691948,0.0008370031,0.0007726387,0.002485242],"category_scores_gemma":[0.03936266,0.0003981537,0.0003283497,0.003258963,0.001243099,0.001320731,0.001850072,0.001384873,0.0004079838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028095,"about_ca_system_score_gemma":0.03204508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7516351,"about_ca_topic_score_gemma":0.8204232,"domain_scores_codex":[0.992554,0.001832328,0.0008045953,0.0004184071,0.003430735,0.0009598657],"domain_scores_gemma":[0.9521859,0.009784912,0.006174852,0.0005950695,0.02457909,0.006680253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000109489,0.0001250559,0.9335402,0.0001175926,0.00001607581,0.0003514091,0.03029192,0.00003571453,0.0004081281,0.0002682199,0.005251316,0.0294849],"study_design_scores_gemma":[0.00001406299,0.0001516029,0.8567607,0.0003985775,0.00002360306,0.000436833,0.1259248,0.0002432404,0.0001974723,0.00008390138,0.01572247,0.00004265277],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819342,0.001724617,0.0002866619,0.007578418,0.0001073327,0.0001375409,0.0008977371,0.000008244237,0.00732522],"genre_scores_gemma":[0.9920372,0.002865182,0.000510898,0.002215162,0.00003455844,0.00006332141,0.0004650089,0.00001654404,0.001792222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2483649,"threshold_uncertainty_score":0.4996552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09367737782454884,"score_gpt":0.3991135065888791,"score_spread":0.3054361287643302,"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."}}