{"id":"W4406667358","doi":"10.1016/b978-0-323-08475-8.00036-0","title":"10.1016/b978-0-323-08475-8.00036-0","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006760567,0.002018142,0.001255317,0.001624846,0.001216456,0.003961982,0.00255052,0.003497534,0.9778966],"category_scores_gemma":[0.001333314,0.0007027186,0.0008319407,0.001668104,0.0009718382,0.003493872,0.002861489,0.001986253,0.988695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007361696,"about_ca_system_score_gemma":0.0007818699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202756,"about_ca_topic_score_gemma":0.003121573,"domain_scores_codex":[0.9996231,0.00002050263,0.00002024142,0.0001279355,0.0001418039,0.00006646907],"domain_scores_gemma":[0.998725,0.0003785324,0.00007913579,0.0001643252,0.0002417994,0.0004111131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001239348,0.0001125348,0.0002481664,0.0003818267,0.00001382908,0.00009643014,0.00007045862,0.0002553044,0.001976963,0.005809163,0.4026834,0.588228],"study_design_scores_gemma":[0.00001467145,0.00003574779,0.0003718252,0.0002041386,0.00000510428,0.0001375453,0.00004989881,0.00008039006,0.0002188643,0.0009195725,0.9979531,0.000009224693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001276467,0.0004600575,0.0007496282,0.0002499408,0.0001656897,0.00003925206,0.0005215222,0.0007550228,0.9969312],"genre_scores_gemma":[0.0003281381,0.0002509598,0.0003212204,0.00009350989,0.00003373484,0.00002517533,0.0003318462,0.0001728958,0.9984426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02210343,"threshold_uncertainty_score":0.03152776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932920944406764,"score_gpt":0.1911293091925002,"score_spread":0.1818000997484326,"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."}}