{"id":"W2060389706","doi":"10.1136/bmj.327.7418.790","title":"The Ptolemy project: a scalable model for delivering health information in Africa","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Ptolemy's table of chords; Scalability; Computer science; Software engineering; Knowledge management; Business; Database; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005535588,0.00005087751,0.00008646275,0.0001060132,0.001274697,0.00002261356,0.0001225936,0.00005011145,0.00001212111],"category_scores_gemma":[0.001537494,0.0000347021,0.0000165034,0.0003704128,0.00002394194,0.0003563964,0.00002092555,0.0002206547,0.00008288225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255736,"about_ca_system_score_gemma":0.004906128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009992595,"about_ca_topic_score_gemma":0.0009470456,"domain_scores_codex":[0.9981441,0.0002697898,0.0004881571,0.00009132623,0.0002164317,0.0007901327],"domain_scores_gemma":[0.9990177,0.0004125237,0.000141629,0.0001543446,0.0001436167,0.0001301761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000937466,0.00005353613,0.004881293,0.0007577371,0.000002919289,8.691838e-8,0.06287766,0.002331403,0.000006462348,0.01902656,0.8868696,0.02309901],"study_design_scores_gemma":[0.0004751232,0.00006721864,0.001924101,0.0001033985,4.644151e-7,3.875053e-7,0.01128521,0.4704339,0.000002233902,0.002439449,0.5132024,0.00006613183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2520415,0.00192557,0.1997064,0.2156759,0.005280025,0.05303458,0.0001241979,0.0003492386,0.2718625],"genre_scores_gemma":[0.9608706,0.0004145332,0.02039639,0.004524795,0.0002452901,0.006860407,0.00002468615,0.00001547718,0.006647854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.708829,"threshold_uncertainty_score":0.9804069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.249024504062121,"score_gpt":0.5185991968295104,"score_spread":0.2695746927673894,"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."}}