{"id":"W4406561455","doi":"10.1016/j.ccol.2014.09.024","title":"10.1016/j.ccol.2014.09.024","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computational biology; Computer science; Biology; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000838677,0.0001022296,0.0001606879,0.00006138835,0.00003920846,0.00001365317,0.00006660523,0.00005435618,0.9980043],"category_scores_gemma":[0.0000238351,0.00008908076,0.00006378756,0.0001270708,0.00001918064,0.00004964157,0.00001462984,0.00009126896,0.9977244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002445028,"about_ca_system_score_gemma":0.00005453882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300653,"about_ca_topic_score_gemma":9.300132e-8,"domain_scores_codex":[0.9992665,0.00001417921,0.0001505326,0.0001713559,0.0002188316,0.0001786205],"domain_scores_gemma":[0.9995204,0.00002992537,0.00001700577,0.0002143097,0.00005509864,0.0001632588],"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":[0.0001857794,0.00006120112,0.000003408749,0.000006095738,0.00001693951,0.00001224617,0.000008498503,0.000007653834,0.0001269949,0.000001673265,0.5425394,0.4570301],"study_design_scores_gemma":[0.0004458988,0.0003604672,0.001127649,0.00002890177,0.00002745599,0.00002607216,6.51192e-7,0.00005279193,0.0003181239,0.000006849682,0.9975021,0.0001029733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0024902,0.0000651123,9.880852e-7,0.001042636,0.000001839292,0.0002001748,0.00001319828,0.00008955631,0.9960963],"genre_scores_gemma":[0.0008133436,2.142652e-7,0.0002450117,0.0002273484,0.0003821958,0.00001435972,0.00004902743,0.0000199505,0.9982486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4569271,"threshold_uncertainty_score":0.3632608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005342248211287036,"score_gpt":0.2011531475622766,"score_spread":0.1958108993509896,"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."}}