{"id":"W2885136096","doi":"10.29173/jchla29358","title":"Librarian Support for Researchers in Ontario Hospitals","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Quality (philosophy); Medical education; Library science; Variety (cybernetics); Public relations; Psychology; Political science; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01330022,0.0002499841,0.0004399769,0.003860071,0.007857131,0.008324863,0.002331265,0.001333468,0.03591909],"category_scores_gemma":[0.04990429,0.000487882,0.0003994013,0.009803264,0.002768355,0.002158911,0.005325917,0.0007325634,0.003495816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04519964,"about_ca_system_score_gemma":0.1611639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5338994,"about_ca_topic_score_gemma":0.6842804,"domain_scores_codex":[0.9724554,0.01081195,0.002240615,0.00111702,0.008393168,0.004981908],"domain_scores_gemma":[0.8647079,0.02405002,0.02742417,0.004177141,0.03016567,0.04947514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000552656,0.0002940529,0.3682074,0.003959969,0.0001541244,0.002233444,0.05667799,0.0001892886,0.001351188,0.007929565,0.2608039,0.2976465],"study_design_scores_gemma":[0.00009976167,0.0002177821,0.2694418,0.00119901,0.0000652349,0.0007370887,0.05370038,0.0001071766,0.0003006216,0.0008162576,0.6732457,0.00006924182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4532355,0.03224363,0.001319803,0.1633502,0.001279947,0.00115211,0.005281599,0.0007217916,0.3414154],"genre_scores_gemma":[0.8921405,0.01841193,0.002865453,0.01646711,0.0009385745,0.0004945282,0.001583906,0.0001158165,0.06698229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5338994,"threshold_uncertainty_score":0.9376912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286054952248891,"score_gpt":0.3796464049382961,"score_spread":0.3367858554158072,"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."}}