{"id":"W2403999699","doi":"","title":"Pulse: More than half of MDs under age 35 now using PDAs","year":2003,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Medicine; Family medicine; Gerontology; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001663804,0.0001097466,0.0002527771,0.0003840112,0.0002589735,0.0001054783,0.0001952181,0.0004446437,0.001910515],"category_scores_gemma":[0.001233562,0.0001023771,0.0000854765,0.0004616391,0.00004444514,0.0002544674,0.00001565109,0.0006019452,0.00007687337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005275032,"about_ca_system_score_gemma":0.001116754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05402118,"about_ca_topic_score_gemma":0.1879603,"domain_scores_codex":[0.9980928,0.00005306903,0.0004783887,0.000128071,0.0007639722,0.000483739],"domain_scores_gemma":[0.9988917,0.0000393642,0.0004134123,0.0001070531,0.0003509565,0.0001975185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008856707,0.0001166272,0.6277864,0.0002998756,0.0003938167,0.001773138,0.0002698766,0.00007466019,0.0002051057,0.201233,0.1016182,0.06622048],"study_design_scores_gemma":[0.0006259165,0.000009233904,0.02908062,0.0001524608,0.00002827591,0.0001500532,0.0009144813,0.0006015774,0.00001060939,0.002994882,0.9652421,0.0001897349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069471,0.0003218293,0.0008576322,0.06440912,0.003003214,0.0002088157,0.000007208736,0.00005341012,0.02419161],"genre_scores_gemma":[0.9913424,0.00001336878,0.00009210539,0.006682047,0.001538676,0.000001654188,0.000004523557,0.00001814886,0.0003070565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.863624,"threshold_uncertainty_score":0.9990019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909178550321784,"score_gpt":0.2581343251003347,"score_spread":0.2390425395971169,"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."}}