{"id":"W158087803","doi":"","title":"Clinical inquiries. When should you admit a patient with suspected CAP?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001402837,0.0001914843,0.0004709132,0.00006632973,0.0005336398,0.00000803619,0.0002230894,0.0003409883,0.001813446],"category_scores_gemma":[0.006491988,0.0001310954,0.00008067353,0.0002295058,0.0006645174,0.0002066032,0.0001415679,0.001379678,0.0003866681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096164,"about_ca_system_score_gemma":0.0003983299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004445098,"about_ca_topic_score_gemma":0.000273735,"domain_scores_codex":[0.9961119,0.001014224,0.0009122612,0.0004583833,0.0006126023,0.0008906558],"domain_scores_gemma":[0.9962458,0.001823383,0.0003114748,0.0006128008,0.0002725073,0.0007340136],"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":[0.0006311898,0.0005374336,0.7842318,0.0001163281,0.000085408,0.0001906071,0.01028599,3.615474e-7,4.524689e-7,0.0006929752,0.1696778,0.03354964],"study_design_scores_gemma":[0.001060787,0.0001643714,0.4557819,0.00003280511,0.00004146831,0.00001124756,0.002320269,0.000005340238,0.000004986396,0.0002062511,0.5402098,0.0001608329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466942,0.0001892725,0.0001119747,0.02805331,0.00103993,0.002375977,0.000009397375,0.000263621,0.02126231],"genre_scores_gemma":[0.9820394,0.0001157941,0.0005467848,0.007444406,0.0009659471,0.002725184,0.00002122765,0.00003278641,0.006108496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.370532,"threshold_uncertainty_score":0.999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2405607094245424,"score_gpt":0.4301511353013145,"score_spread":0.1895904258767721,"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."}}