{"id":"W2227540121","doi":"10.1200/jco.2006.24.18_suppl.6093","title":"The potential for lost productivity in lung cancer patients","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Spouse; Lung cancer; Cancer; Quality of life (healthcare); Productivity; Sick leave; Family medicine; Physical therapy; Internal medicine; Nursing","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":[0.001554502,0.0002887058,0.0003968308,0.001007558,0.0008416068,0.001209534,0.0004464186,0.000359869,0.00364625],"category_scores_gemma":[0.009566992,0.0001503594,0.0006488118,0.001026913,0.0004476289,0.0006701333,0.001181425,0.0006768774,0.000455498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009230153,"about_ca_system_score_gemma":0.0005958666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591195,"about_ca_topic_score_gemma":0.003755958,"domain_scores_codex":[0.9982981,0.0006866654,0.0001907853,0.00007811764,0.0003547055,0.0003915964],"domain_scores_gemma":[0.9941698,0.001171844,0.002747189,0.0001120632,0.0006131105,0.001186011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660887,0.0000663115,0.9852515,0.00007158449,0.00008089044,0.0005093747,0.000919937,0.000123169,0.00006032515,0.00007089694,0.001070055,0.01160974],"study_design_scores_gemma":[0.00002015281,0.0004534688,0.9872658,0.0001569807,0.00006029792,0.002794153,0.006209478,0.0003509118,0.0000727275,0.0002634876,0.002332127,0.00002023132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937766,0.002519754,0.00009255243,0.0007982336,0.00004808188,0.00001579797,0.0004031677,0.000005345947,0.002340536],"genre_scores_gemma":[0.9993905,0.0002841491,0.000030674,0.00006396683,0.00001490608,0.00000560749,0.00009929264,8.037612e-7,0.0001101378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00364625,"threshold_uncertainty_score":0.01219791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154172580612853,"score_gpt":0.4454557059098907,"score_spread":0.3939139801037622,"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."}}