{"id":"W2461096034","doi":"10.1001/jama.2010.1118","title":"Maintenance","year":2010,"lang":"en","type":"article","venue":"JAMA","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006029701,0.0003780467,0.0002841712,0.001528535,0.001442101,0.00149669,0.0008235317,0.001187634,0.2661221],"category_scores_gemma":[0.005327458,0.0002559767,0.0003775949,0.000904811,0.0003980633,0.0007454168,0.0007054802,0.001742379,0.09290427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171013,"about_ca_system_score_gemma":0.002571505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007229724,"about_ca_topic_score_gemma":0.01847448,"domain_scores_codex":[0.9991676,0.00007365248,0.00005711944,0.0001437624,0.000398029,0.0001598217],"domain_scores_gemma":[0.9960107,0.0004600271,0.0003786392,0.0007801353,0.001548512,0.000821963],"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":[0.00008998976,0.00009283332,0.005523123,0.00006739574,0.0000104786,0.0001089166,0.00003229476,0.0001016999,0.0003024454,0.001771631,0.8469372,0.1449619],"study_design_scores_gemma":[0.0000517051,0.0001335695,0.02022175,0.00006328526,0.00001139519,0.0007358757,0.00005484472,0.0002879298,0.0004112325,0.0009549158,0.9770643,0.000009252558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01600993,0.003597985,0.001821713,0.03154979,0.004569733,0.0001665288,0.01146229,0.002751729,0.9280702],"genre_scores_gemma":[0.08650024,0.002572531,0.0009628917,0.009070924,0.003777715,0.0001039728,0.008675531,0.0002823451,0.8880538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2661221,"threshold_uncertainty_score":0.8902671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003136984138405052,"score_gpt":0.1910149112174502,"score_spread":0.1878779270790452,"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."}}