{"id":"W4398182775","doi":"10.1177/00178969241255222","title":"Critical engagement with digital health: A socio-material analysis of physical education teachers’ digital health mind maps","year":2024,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Digital health; Health education; Psychology; Sociology; Pedagogy; Medicine; Public health; Political science; Health care; Nursing","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":[0.008920607,0.0004718504,0.0003798646,0.006151155,0.00810049,0.009521047,0.00122346,0.001101012,0.003349809],"category_scores_gemma":[0.02081383,0.0004683028,0.0003697965,0.002687309,0.01755033,0.007051568,0.009366564,0.001850749,0.0002330365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005283263,"about_ca_system_score_gemma":0.003064846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00607314,"about_ca_topic_score_gemma":0.009065822,"domain_scores_codex":[0.9933563,0.004828307,0.0001869157,0.0003983718,0.0007054023,0.0005247312],"domain_scores_gemma":[0.9749937,0.02068658,0.001779621,0.0007634537,0.001022733,0.0007539737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001299788,0.00002281429,0.004374856,0.000087628,0.000004682668,0.0003130902,0.9856616,0.00004570438,0.0002766563,0.004864389,0.000199667,0.004135928],"study_design_scores_gemma":[0.000002843558,0.00001596926,0.005325481,0.0001086665,0.000005433632,0.0001150811,0.9822562,0.000119624,0.0002647108,0.001992194,0.009784657,0.00000921938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725644,0.0005002039,0.007789081,0.002473365,0.00004611029,0.0001880416,0.0001124055,0.00003138298,0.01629504],"genre_scores_gemma":[0.9968413,0.0002589357,0.001592943,0.00008552829,0.00001169415,0.00009103787,0.0000411226,0.00002419899,0.001053373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009521047,"threshold_uncertainty_score":0.04717726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306660383767047,"score_gpt":0.4258853462061826,"score_spread":0.3928187423685121,"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."}}