{"id":"W4308123711","doi":"10.3389/fonc.2022.992584","title":"Back to school – The teachers’ worries and needs having a childhood cancer patient or survivor in their class","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"Forschungsrat des Kantonsspitals Aarau","keywords":"Childhood cancer; Class (philosophy); Medicine; Psychology; Cancer; Pediatrics; Computer science; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102305,0.0002543027,0.0007506778,0.0004710857,0.0001900019,0.00002344521,0.0003024573,0.0001350267,0.0008569648],"category_scores_gemma":[0.0004009559,0.0001892662,0.00007421429,0.0009904943,0.00017746,0.00007902388,0.0004533152,0.001044779,0.000008152422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639159,"about_ca_system_score_gemma":0.0009819309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853637,"about_ca_topic_score_gemma":0.01587846,"domain_scores_codex":[0.9972561,0.0008333222,0.0005844354,0.000449279,0.0003304306,0.0005464139],"domain_scores_gemma":[0.9988353,0.0003060593,0.0001603926,0.000433596,0.00003386878,0.0002307619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001292377,0.0005590347,0.6624812,0.00004050533,0.0001307932,0.00004526049,0.1604427,0.0002913095,0.0000300241,0.00003382919,0.1196751,0.05497775],"study_design_scores_gemma":[0.003820611,0.001849923,0.3055089,0.0001531919,0.00004778436,0.00007653581,0.1652533,0.0001544442,0.00004175717,0.0001601883,0.5225938,0.00033957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487371,0.003276803,0.00009616058,0.04202753,0.002324688,0.001407016,0.00005152017,0.00003335945,0.002045852],"genre_scores_gemma":[0.9689119,0.0003184071,0.00239059,0.02513603,0.0003321885,0.0009607577,0.0000178828,0.00006233715,0.001869917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4029186,"threshold_uncertainty_score":0.9383163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290977955424812,"score_gpt":0.3048988072369965,"score_spread":0.2819890276827484,"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."}}