{"id":"W3168076176","doi":"10.21203/rs.3.rs-556117/v1","title":"Mapping Childcare Support for Patients at North American Hospitals and Cancer Centres: An Environmental Scan.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Cancer; Business; Nursing; Medicine; Geography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009848981,0.0003403313,0.0005315486,0.0002735419,0.001579915,0.0004194257,0.0007523367,0.0002381602,0.0006874729],"category_scores_gemma":[0.0004005074,0.0003692186,0.0001803856,0.0004281005,0.001449563,0.000279239,0.001907197,0.0007432165,0.00001533128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054558,"about_ca_system_score_gemma":0.001038047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01948117,"about_ca_topic_score_gemma":0.04064148,"domain_scores_codex":[0.9940995,0.0007337705,0.0003930486,0.001263139,0.00211502,0.001395499],"domain_scores_gemma":[0.9977135,0.0003271479,0.0002272904,0.0006790137,0.0003369439,0.000716078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003059953,0.0001934026,0.9257071,0.0002977458,0.00006285992,0.00002394062,0.03290013,0.00001653202,0.000005673592,0.00001069594,0.001409906,0.03934143],"study_design_scores_gemma":[0.0003492754,0.0002160859,0.896486,0.0002236517,0.00001419421,3.891962e-7,0.06944411,0.00002716046,0.00002001007,0.00003340613,0.03270894,0.0004767305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911581,0.0006726583,0.000005127239,0.0004583479,0.000516016,0.002722592,0.003488763,0.00006129211,0.0009170516],"genre_scores_gemma":[0.9886146,0.005042719,0.0002067122,0.00008981148,0.0004629875,0.0009420703,0.003538535,0.0000759338,0.001026639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03886471,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568721383075529,"score_gpt":0.3678169236682451,"score_spread":0.3321297098374899,"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."}}