{"id":"W7162024851","doi":"10.82308/48928","title":"Development of a measure to describe the practice context of Healthcare professionals","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Health care; Construct (python library); Scale (ratio); Test (biology); Construct validity; Agency (philosophy); Focus group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01437018,0.0004554205,0.000598395,0.004149155,0.001167183,0.002463988,0.001197371,0.001200861,0.002283106],"category_scores_gemma":[0.05076765,0.0005244151,0.001265761,0.003238365,0.001174337,0.00320904,0.003666346,0.001031818,0.0005741327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431975,"about_ca_system_score_gemma":0.006499003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298805,"about_ca_topic_score_gemma":0.004915845,"domain_scores_codex":[0.9868789,0.006635329,0.002422305,0.0007932146,0.002802693,0.0004676043],"domain_scores_gemma":[0.9596024,0.02254175,0.005834109,0.001613546,0.009250247,0.00115808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003287768,0.0005584005,0.4153648,0.007628766,0.0005251539,0.0005224763,0.09691433,0.002353482,0.006309917,0.02144023,0.01312929,0.4349245],"study_design_scores_gemma":[0.0001764593,0.001140894,0.7429388,0.005418273,0.0004826647,0.001172002,0.08889429,0.008654454,0.003998857,0.0206148,0.1262135,0.0002949126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7674177,0.002897468,0.1495841,0.005425002,0.000502428,0.0140516,0.005909126,0.000523706,0.05368894],"genre_scores_gemma":[0.7594802,0.0009843406,0.2215904,0.0006041841,0.00006119692,0.01367699,0.002209421,0.00004380221,0.001349576],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01437018,"threshold_uncertainty_score":0.07599771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0502721798206879,"score_gpt":0.4064588994081724,"score_spread":0.3561867195874845,"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."}}