{"id":"W1979701618","doi":"10.1111/j.1440-1843.2008.01231.x","title":"<i>Respirology</i> year‐in‐review 2007: Clinical science","year":2008,"lang":"en","type":"review","venue":"Respirology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Disease; Maturity (psychological); Family medicine; Pathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004786319,0.001495462,0.002906917,0.008419281,0.0009332524,0.007146168,0.002422076,0.00411472,0.0549676],"category_scores_gemma":[0.02122232,0.0008317569,0.001972422,0.009196661,0.001214155,0.00653864,0.001978601,0.003991152,0.03607538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003611424,"about_ca_system_score_gemma":0.006153721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541396,"about_ca_topic_score_gemma":0.002590871,"domain_scores_codex":[0.9964172,0.0007234185,0.0008378258,0.000417188,0.001305125,0.0002992501],"domain_scores_gemma":[0.9651571,0.00821217,0.003895084,0.001005313,0.01853491,0.003195402],"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":[0.0001313535,0.00002667781,0.0003623566,0.01498446,0.0001112319,0.0001353285,0.00003860247,0.00004882476,0.0004837546,0.0006412832,0.8611574,0.1218788],"study_design_scores_gemma":[0.00003443292,0.0000693872,0.001435907,0.01316475,0.0001258421,0.0006593258,0.00006665957,0.00003664666,0.0001783372,0.0007305934,0.9834731,0.00002484478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003933802,0.8010899,0.0006488601,0.03262693,0.1518659,0.0002865176,0.000814278,0.0002032671,0.01207108],"genre_scores_gemma":[0.003256476,0.8242328,0.001409527,0.0358601,0.1069768,0.0004994627,0.00267506,0.0002432198,0.02484661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0549676,"threshold_uncertainty_score":0.1838849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338135956139697,"score_gpt":0.461670300801072,"score_spread":0.3278567051871022,"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."}}