{"id":"W3209450972","doi":"10.32920/ryerson.14646162.v1","title":"Child life specialists' perspectives on collaboration with schools","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychosocial; Nursing; Qualitative research; Perception; Coping (psychology); Medicine; Health professionals; Psychology; Medical education; Health care; Political science; Sociology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01017476,0.0003771367,0.0006194935,0.001668748,0.01210538,0.007237117,0.001394272,0.003387257,0.004628281],"category_scores_gemma":[0.01941037,0.0005729937,0.0004951542,0.001470323,0.006463104,0.003407005,0.006119132,0.004395906,0.0005623936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006405866,"about_ca_system_score_gemma":0.007410835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009015929,"about_ca_topic_score_gemma":0.01875562,"domain_scores_codex":[0.9704584,0.02155839,0.0007118869,0.0008194573,0.002137267,0.004314592],"domain_scores_gemma":[0.9645123,0.01963114,0.004563147,0.0004222765,0.002129979,0.008741099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004068316,0.00006224426,0.008985693,0.0001339972,0.000008602738,0.002747065,0.9793856,0.00003513519,0.0004547474,0.001394493,0.002513155,0.004238574],"study_design_scores_gemma":[0.000008555253,0.00007423033,0.005381622,0.0001593462,0.000006825963,0.001369202,0.9782365,0.00003186365,0.0001128017,0.0001333599,0.01447327,0.00001244932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546604,0.002324568,0.000580976,0.01923857,0.0002298657,0.00004509719,0.00006896873,0.00002525408,0.02282636],"genre_scores_gemma":[0.9931906,0.001251649,0.0002832689,0.002517844,0.0001094784,0.00003223043,0.00002494095,0.00001632441,0.002573588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210538,"threshold_uncertainty_score":0.05380994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03766620771615486,"score_gpt":0.3940437429544755,"score_spread":0.3563775352383206,"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."}}