{"id":"W1598736293","doi":"10.18438/b8pd03","title":"Personalized Information Service for Clinicians: Users Like It","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Publicity; Medicine; Observational study; Focus group; Medical record; Medical education; Electronic medical record; Family medicine; Relevance (law); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005365766,0.000366981,0.0006949838,0.001307157,0.002335293,0.009211837,0.0007747203,0.005340082,0.03527042],"category_scores_gemma":[0.04558932,0.000368924,0.0007098811,0.002648286,0.001572104,0.01198318,0.003328767,0.002600918,0.02204229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389735,"about_ca_system_score_gemma":0.002507483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012723,"about_ca_topic_score_gemma":0.00273279,"domain_scores_codex":[0.9917582,0.003977245,0.000907789,0.0004908423,0.002450698,0.0004152516],"domain_scores_gemma":[0.9753919,0.01200651,0.003207186,0.002496754,0.004270663,0.002626949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001129094,0.0002088038,0.01591437,0.001181042,0.00005611829,0.0004812526,0.0162128,0.0000404931,0.0007983,0.004620953,0.5745426,0.3858304],"study_design_scores_gemma":[0.00005617578,0.000199157,0.01554474,0.001310051,0.00007011421,0.001680888,0.01673111,0.0001194628,0.0003541917,0.003410924,0.9604504,0.00007278372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0784374,0.03796779,0.005199954,0.5996724,0.00905815,0.000500455,0.001600712,0.002414052,0.2651491],"genre_scores_gemma":[0.2847865,0.03520602,0.01548179,0.5376982,0.01481428,0.0005895248,0.00152249,0.0009514203,0.1089498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03527042,"threshold_uncertainty_score":0.1179913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487374551877063,"score_gpt":0.4584131349514033,"score_spread":0.309675679763697,"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."}}