{"id":"W2158094975","doi":"10.12968/pnur.2007.18.4.23293","title":"Clinical Q&A","year":2007,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Primary care; Ask price; Set (abstract data type); Medicine; Service (business); Medical education; Family medicine; Psychology; Pediatrics; Computer science; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008938916,0.0001177241,0.0002517429,0.00009426305,0.0001002149,0.00003456224,0.00006580768,0.0001359428,0.00030118],"category_scores_gemma":[0.05362857,0.0001138295,0.0001304218,0.0002690425,0.0001189972,0.0006789171,0.00002062835,0.0006827076,0.0007026383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632343,"about_ca_system_score_gemma":0.0001775461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005498474,"about_ca_topic_score_gemma":0.00001947489,"domain_scores_codex":[0.9973176,0.0002013502,0.001356885,0.0003222833,0.0004598121,0.0003420834],"domain_scores_gemma":[0.9893352,0.009023597,0.0005052251,0.0004064363,0.0004333701,0.0002961426],"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":[0.002281679,0.001350704,0.019874,0.00001503677,0.00007926916,0.0001008544,0.0003085912,0.000001021773,0.001199536,0.0007748638,0.02183572,0.9521787],"study_design_scores_gemma":[0.002673638,0.0004126001,0.08407084,0.0001612149,0.0008256057,0.001083171,0.002837163,0.00008719894,0.0002414364,0.0005822475,0.9068395,0.0001854217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.355447,0.0005753629,0.2509481,0.1420009,0.004330471,0.001033449,0.000002652569,0.0004078117,0.2452543],"genre_scores_gemma":[0.7234377,0.0001196418,0.2566761,0.01692999,0.002072379,0.00000227608,0.00003800893,0.00003963714,0.000684315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9519933,"threshold_uncertainty_score":0.9543431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4957372699532291,"score_gpt":0.655710456218606,"score_spread":0.1599731862653769,"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."}}