{"id":"W2030269731","doi":"10.1108/00907320410519405","title":"Health professional education, evidence‐based health care, and health sciences librarians","year":2004,"lang":"en","type":"article","venue":"Reference Services Review","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"McMaster University","keywords":"Critical appraisal; Medical education; Health care; Process (computing); Psychology; Health professionals; MEDLINE; Nursing; Medicine; Alternative medicine; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006836745,0.0003125691,0.0008616104,0.0003041755,0.004315788,0.00007488708,0.0008162062,0.0001233073,0.0003305216],"category_scores_gemma":[0.0001810123,0.0002328706,0.00006110114,0.001835084,0.0002363563,0.001213318,0.0001868451,0.000882252,0.0003456519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127367,"about_ca_system_score_gemma":0.09716613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109607,"about_ca_topic_score_gemma":0.005179279,"domain_scores_codex":[0.9927708,0.002043845,0.001544456,0.000918074,0.001085554,0.001637276],"domain_scores_gemma":[0.9957479,0.0003912565,0.001146697,0.0005923817,0.0004930371,0.001628772],"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":[0.00002829559,0.0004694104,0.02938577,0.3053001,0.0000122139,6.230759e-7,0.01693854,0.00001314435,0.000002799686,0.0194532,0.08833752,0.5400584],"study_design_scores_gemma":[0.0006963022,0.001999459,0.09939499,0.3075051,0.000009932181,0.000009370679,0.01514323,0.00005033966,0.000002032133,0.001778897,0.5728782,0.000532113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004096394,0.5978035,0.00007988537,0.3911527,0.001081796,0.00392691,0.00003430944,0.0001232245,0.001701255],"genre_scores_gemma":[0.05454747,0.5863053,0.008898197,0.3482478,0.0004645131,0.0008354724,0.0002818261,0.00002959113,0.0003898143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5395263,"threshold_uncertainty_score":0.9969804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3314651731453244,"score_gpt":0.5719132116442873,"score_spread":0.2404480384989629,"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."}}