{"id":"W7116760705","doi":"10.1097/nne.0000000000002095","title":"Scaffolding Immersion Activities to Support Pathophysiology Learning","year":2025,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Immersion (mathematics); Scaffold; Pathophysiology; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548243,0.0001106913,0.0001828275,0.0002769468,0.0008236241,0.00005229304,0.0002458874,0.000102914,0.0005408852],"category_scores_gemma":[0.0008744792,0.0001162002,0.00005511124,0.0007162439,0.0001674321,0.0001457535,0.00004507259,0.0002806447,0.0001269534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002996934,"about_ca_system_score_gemma":0.0007149281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011657,"about_ca_topic_score_gemma":0.00002575624,"domain_scores_codex":[0.9981932,0.0008005491,0.0001486062,0.0002766713,0.0001737688,0.0004072243],"domain_scores_gemma":[0.9992757,0.0003489356,0.00006388626,0.0001515244,0.00007119049,0.00008869969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000088634,0.0002643522,0.05027269,0.00003606997,0.00005405077,0.000005027166,0.1188821,0.00001819094,0.1921093,0.2055884,0.1093414,0.3233398],"study_design_scores_gemma":[0.0003013543,0.0002378633,0.02208832,0.0001367485,0.0000343453,6.052622e-7,0.3115191,0.00000725044,0.02008317,0.005224657,0.6398721,0.0004944626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899775,0.00002215409,0.000878669,0.003735596,0.00408083,0.0001773213,0.000001064101,0.0001138443,0.101013],"genre_scores_gemma":[0.9684087,0.000004766249,0.005613593,0.001215836,0.0005123125,0.00003211777,0.000003115639,0.0000125141,0.02419705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5305307,"threshold_uncertainty_score":0.6334734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243101724764173,"score_gpt":0.4159436212334359,"score_spread":0.3916334487570186,"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."}}