{"id":"W4406384893","doi":"10.1016/j.ypdi.2014.01.071","title":"10.1016/j.ypdi.2014.01.071","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Asbestosis; Asbestos; Lung cancer; Cohort; Environmental health; Oncology; Internal medicine; Lung","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":[0.0007191481,0.0009140561,0.0005392922,0.001782086,0.0009607282,0.003113077,0.0009983596,0.003066084,0.89538],"category_scores_gemma":[0.001478047,0.0003855132,0.000542888,0.0008936547,0.0007739534,0.002121989,0.001383967,0.0016152,0.860992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008896595,"about_ca_system_score_gemma":0.00116265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531567,"about_ca_topic_score_gemma":0.002131681,"domain_scores_codex":[0.9996849,0.00002952015,0.00002657504,0.00008158644,0.00009190155,0.0000855397],"domain_scores_gemma":[0.9989649,0.0001525734,0.0001244639,0.00006707,0.0002211735,0.0004698351],"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":[0.0002450593,0.0002663455,0.006470385,0.0004328678,0.00003550022,0.0004433095,0.0001464945,0.0001616053,0.0007362179,0.004478826,0.3488066,0.6377768],"study_design_scores_gemma":[0.000043878,0.00009198597,0.006684993,0.0007793368,0.00003239893,0.002989275,0.0003228957,0.0001762114,0.0003869265,0.003659545,0.9848084,0.00002411729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005761685,0.01654542,0.002833916,0.01103074,0.00392741,0.0001114623,0.004298948,0.001889749,0.9536007],"genre_scores_gemma":[0.01519002,0.005592388,0.001872304,0.002372101,0.001068547,0.00007230858,0.002409213,0.0002901944,0.9711329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.10462,"threshold_uncertainty_score":0.1492278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004487897425292572,"score_gpt":0.1837869688233222,"score_spread":0.1792990713980296,"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."}}