{"id":"W2971122681","doi":"10.3747/co.26.4635","title":"Who Cares? the Impact on Caregivers of Suspected Mining-Related Lung Cancer","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Health Sciences North; St. Michael's Hospital; University of Toronto; Laurentian University","funders":"","keywords":"Medicine; Lung cancer; Cancer; Intensive care medicine; Bioinformatics; Oncology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001883656,0.0001828906,0.0002815727,0.0003863031,0.002180349,0.001134605,0.0003822307,0.0004945561,0.001256058],"category_scores_gemma":[0.01109343,0.0001417814,0.0002570574,0.0003697132,0.001063877,0.0008551067,0.001554792,0.0008053815,0.0001355388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162276,"about_ca_system_score_gemma":0.002535274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007765615,"about_ca_topic_score_gemma":0.01462452,"domain_scores_codex":[0.998432,0.0009933473,0.00009346138,0.00007656951,0.000168569,0.0002361737],"domain_scores_gemma":[0.996418,0.001321386,0.001053952,0.00007555015,0.0004742131,0.0006569444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848895,0.000174707,0.7024715,0.0007410119,0.00008059174,0.007831562,0.2244178,0.000230404,0.001190879,0.0008218818,0.006417273,0.05533756],"study_design_scores_gemma":[0.00002334147,0.0002698468,0.2316942,0.00108766,0.00009492804,0.007711429,0.7421472,0.0002905462,0.000505997,0.0006813245,0.01544276,0.00005072924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873444,0.0037128,0.0001771319,0.005750327,0.00009482681,0.0000179935,0.00006831767,0.000003851555,0.002830348],"genre_scores_gemma":[0.9980395,0.001225445,0.0001084266,0.0004006372,0.00002077403,0.00001029734,0.00002467919,0.000001170842,0.0001689029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007765615,"threshold_uncertainty_score":0.01544082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040758324555542,"score_gpt":0.4036692367832178,"score_spread":0.3632616535376624,"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."}}