{"id":"W4406565218","doi":"10.1016/j.ypdi.2013.01.001","title":"10.1016/j.ypdi.2013.01.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary disease; Incidence (geometry); Lung disease; Environmental health; Occupational exposure; Cohort; Obstructive lung disease; Air pollution; Air pollutants; Cohort study; Lung; Internal 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":[0.0007473236,0.001104697,0.000567117,0.00178183,0.0009685396,0.003782874,0.001159025,0.003626567,0.903098],"category_scores_gemma":[0.001102801,0.0003950378,0.0005229095,0.0011419,0.0008953481,0.002476033,0.001521453,0.001539866,0.8772963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009610426,"about_ca_system_score_gemma":0.001121164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002967946,"about_ca_topic_score_gemma":0.002480821,"domain_scores_codex":[0.9997227,0.00002109874,0.00001828973,0.00008517141,0.00008030306,0.00007253602],"domain_scores_gemma":[0.9992391,0.0001113788,0.00008349686,0.00005308254,0.0001622455,0.0003507573],"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":[0.0001804849,0.0001923733,0.003583807,0.0004015394,0.00002709892,0.0002595638,0.0001361478,0.0002300754,0.001027113,0.006317186,0.2963431,0.6913015],"study_design_scores_gemma":[0.00002292651,0.0000545623,0.003123106,0.0004328147,0.00001966465,0.00109293,0.000243281,0.0001841769,0.0003899226,0.003100117,0.9913208,0.000015622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003716623,0.010681,0.004008723,0.006098471,0.002124871,0.00007606955,0.003091318,0.002016032,0.968187],"genre_scores_gemma":[0.01057366,0.00420487,0.002375653,0.001433486,0.0005376966,0.0000553564,0.00193586,0.0002642465,0.9786192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09690195,"threshold_uncertainty_score":0.1382189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698928208086677,"score_gpt":0.22792492905004,"score_spread":0.2109356469691733,"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."}}