{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638702,0.0004535455,0.0004145039,0.0007209799,0.001137084,0.001244105,0.0006073485,0.0006109969,0.00192874],"category_scores_gemma":[0.002210034,0.0002726699,0.0008121096,0.00114883,0.0003939662,0.0005522826,0.0006713233,0.0004842373,0.0002099019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209046,"about_ca_system_score_gemma":0.0009876621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1171795,"about_ca_topic_score_gemma":0.1326694,"domain_scores_codex":[0.999364,0.0002089546,0.00003366045,0.0001400091,0.00006530441,0.0001880572],"domain_scores_gemma":[0.9989858,0.0001657774,0.0003494932,0.0001237187,0.0001282601,0.0002469136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002954129,0.00002149108,0.9978231,0.00001349586,0.0000854001,0.0001045951,0.0001655941,0.00002897468,0.0001172545,0.00002179443,0.0003007988,0.001022115],"study_design_scores_gemma":[0.00001363726,0.00005412697,0.9988437,0.00001804058,0.00004713552,0.00008477066,0.0004122824,0.0000931999,0.00001427717,0.00002081851,0.0003927571,0.000005364173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971885,0.001144329,0.00005312128,0.0002065586,0.00002001839,0.000009357497,0.0009896409,0.000002346567,0.0003862194],"genre_scores_gemma":[0.998385,0.0002991573,0.00002958699,0.00005752377,0.00001688715,0.00001424316,0.0008673861,0.00000290949,0.0003272694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171795,"threshold_uncertainty_score":0.2329949,"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."}}