{"id":"W2061781271","doi":"10.12968/pnur.2010.21.2.46452","title":"Improving assessment and care in allergy","year":2010,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College","funders":"","keywords":"Medicine; Primary care; Intensive care medicine; Family medicine","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":[0.0002725454,0.00008803613,0.00009939997,0.0000895109,0.00009226926,0.00003739234,0.00007131621,0.00009660895,0.0001180969],"category_scores_gemma":[0.00001204651,0.00009231074,0.00001609231,0.0001229101,0.00002714118,0.0002927347,0.00001754685,0.0004598901,0.00001771215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009016025,"about_ca_system_score_gemma":0.00007374468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575044,"about_ca_topic_score_gemma":0.00274464,"domain_scores_codex":[0.9991152,0.00008189685,0.0001734534,0.0002565487,0.0001093275,0.0002635673],"domain_scores_gemma":[0.9993517,0.0002115943,0.0001170556,0.0001886932,0.0000401915,0.00009076714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001989299,0.0003214851,0.003206172,0.00006607503,0.00001398555,0.00003588603,0.05222683,3.312447e-7,0.001442222,0.006224222,0.0003115589,0.9359523],"study_design_scores_gemma":[0.003502958,0.0006254681,0.1972955,0.0002014294,0.00009220924,0.0005962258,0.6203308,0.0002180332,0.0001109493,0.0006591812,0.1758126,0.0005546379],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7800716,0.002751998,0.00006657239,0.002640139,0.004840752,0.0002319773,0.000002155907,0.00004260903,0.2093522],"genre_scores_gemma":[0.9920697,0.00003704224,0.006568443,0.0009741664,0.0002475748,0.00002034794,0.000005498572,0.00001424009,0.00006304062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9353977,"threshold_uncertainty_score":0.540442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167379109885629,"score_gpt":0.4281683116471012,"score_spread":0.4114304006585383,"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."}}