{"id":"W3204126457","doi":"10.3390/curroncol28050330","title":"The Challenge of Return to Work after Breast Cancer: The Role of Family Situation, CANTO Cohort","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Canto; Breast cancer; Cohort; Cancer; Work (physics); Internal medicine; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.000262048,0.0000996548,0.0003195108,0.00003019001,0.00005973937,0.00000392232,0.0001336228,0.00006623024,0.0003841513],"category_scores_gemma":[0.00005496331,0.00005936603,0.00009022339,0.000214574,0.0001512843,0.00002337934,0.00007866179,0.0002107906,0.000006070014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327517,"about_ca_system_score_gemma":0.0009863294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001458794,"about_ca_topic_score_gemma":0.001108081,"domain_scores_codex":[0.9989558,0.000111621,0.0003313296,0.0001989852,0.0002071228,0.0001951013],"domain_scores_gemma":[0.998866,0.0001731062,0.0001260508,0.0003854684,0.0003647418,0.00008463742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001049175,0.0002865797,0.2694238,0.0001052575,0.0001893084,0.00001148579,0.003947652,0.00001128896,0.00188657,0.0002143923,0.007200017,0.7156745],"study_design_scores_gemma":[0.0007117738,0.0001576413,0.5239118,0.0001075761,0.0001439869,0.00001338313,0.001189993,0.00004820565,0.0007354238,0.0001256671,0.472781,0.00007361108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165432,0.05303025,0.00002345141,0.02099833,0.001502402,0.0006078042,0.0001069173,0.00001208541,0.007175507],"genre_scores_gemma":[0.9936898,0.005006828,0.00002659629,0.0005915469,0.0002992311,0.0001668302,0.00001964824,0.00001040509,0.0001891307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7156008,"threshold_uncertainty_score":0.4206188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416991644271028,"score_gpt":0.3525309745874912,"score_spread":0.3108318101603884,"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."}}