{"id":"W4252762936","doi":"10.1590/s1806-37132004000600016","title":"Perguntamos: qual o diagnóstico?","year":2004,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Humanities","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001660785,0.0006107491,0.0007416353,0.0002038137,0.00129393,0.0003497399,0.001450913,0.0008151529,0.0009793094],"category_scores_gemma":[0.001746204,0.0005951048,0.000446638,0.0008593365,0.001116826,0.0005012146,0.0002523175,0.001153086,0.002243487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912323,"about_ca_system_score_gemma":0.001502201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006458746,"about_ca_topic_score_gemma":0.002363659,"domain_scores_codex":[0.9946124,0.0006801203,0.0008178735,0.0009895142,0.001067009,0.001833106],"domain_scores_gemma":[0.9971827,0.0007590503,0.0004376253,0.0006041302,0.0002006723,0.0008157963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003023604,0.002103937,0.781594,0.0002534891,0.0002937959,0.001783245,0.1206688,0.001427248,0.005335773,0.06731838,0.006924692,0.01199426],"study_design_scores_gemma":[0.002441243,0.001201204,0.9196787,0.0006772564,0.0003539363,0.0002491037,0.05150097,0.0001815949,0.00156164,0.01497072,0.005054295,0.002129317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786409,0.001249918,0.001227152,0.004607661,0.002775126,0.0004638426,0.0001066671,0.000295169,0.01063356],"genre_scores_gemma":[0.9904891,0.001235728,0.0003149474,0.001812887,0.001776993,0.0000392504,0.0000132878,0.00006002652,0.004257732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380847,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04841236003450288,"score_gpt":0.3423134850430495,"score_spread":0.2939011250085466,"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."}}