{"id":"W2148119095","doi":"10.1136/ip.9.2.103","title":"Searching the medical literature","year":2003,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"","keywords":"MEDLINE; PsycINFO; CINAHL; Subject (documents); Bibliographic database; National library; Search engine indexing; Medical library; Information retrieval; Medical literature; Computer science; Cochrane Library; World Wide Web; Medicine; Library science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03978123,0.001185186,0.003221452,0.05336041,0.004275084,0.008072993,0.003223091,0.00412326,0.02361312],"category_scores_gemma":[0.1407307,0.0006856553,0.001620499,0.03826061,0.004182472,0.01216729,0.00685895,0.002944762,0.0122572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002809151,"about_ca_system_score_gemma":0.01360766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900029,"about_ca_topic_score_gemma":0.008184271,"domain_scores_codex":[0.9522241,0.02209236,0.01609257,0.001445901,0.007423698,0.0007214158],"domain_scores_gemma":[0.8489875,0.1146368,0.008963003,0.005457293,0.02013548,0.001819989],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000108049,0.00004512139,0.001487249,0.0323644,0.0002191356,0.001925978,0.00694534,0.0001437238,0.002654601,0.02903388,0.3262276,0.5988449],"study_design_scores_gemma":[0.00004551371,0.0001149526,0.002262419,0.04147953,0.0002311739,0.002897501,0.008202839,0.0002286879,0.0009589359,0.03553256,0.9079185,0.0001275198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0105026,0.4493609,0.06623899,0.2629084,0.02283127,0.007434102,0.008845388,0.00188007,0.1699982],"genre_scores_gemma":[0.03283136,0.5985674,0.2201576,0.08511087,0.01882734,0.004134262,0.007915034,0.0007716232,0.03168446],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9602188,"threshold_uncertainty_score":0.2103857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060987472443804,"score_gpt":0.5556681832620103,"score_spread":0.4495694360176298,"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."}}