{"id":"W4402272903","doi":"10.1186/s12885-024-12862-x","title":"Exploring transitions in care among patients with head and neck CANCER: a multimethod study","year":2024,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Calgary Laboratory Services; Alberta Bible College; Riverview Hospital; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; University of Calgary","keywords":"Surgical oncology; Medicine; Head and neck cancer; Head and neck; Cancer; Oncology; Family medicine; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.008720807,0.0002524855,0.0005864702,0.002080245,0.003006971,0.00233653,0.001192368,0.0008795777,0.001157529],"category_scores_gemma":[0.01267686,0.0006310811,0.0009853687,0.003578172,0.001187818,0.002253484,0.003380509,0.001235615,0.0001545448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006826964,"about_ca_system_score_gemma":0.009385264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1179232,"about_ca_topic_score_gemma":0.2039995,"domain_scores_codex":[0.9940308,0.00278759,0.0008345752,0.0007495387,0.0008070287,0.0007903829],"domain_scores_gemma":[0.9914956,0.00263547,0.002929463,0.0006036579,0.001260009,0.001075784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008935856,0.000330496,0.953786,0.0001548112,0.0001313852,0.0001425328,0.03755816,0.00008585624,0.0001172514,0.0001239592,0.0005910413,0.006889137],"study_design_scores_gemma":[0.00004102295,0.0004077638,0.8982295,0.0002356774,0.00007722498,0.0002811705,0.09738943,0.0007917293,0.0001129215,0.000214823,0.00217119,0.00004749315],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982337,0.0002346367,0.0002756984,0.0002382789,0.000006302396,0.0002517544,0.0004753881,0.000002657225,0.0002815385],"genre_scores_gemma":[0.9967624,0.0003146219,0.001348279,0.0003793527,0.00001193226,0.0005908536,0.0004650671,0.000003781751,0.0001236987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179232,"threshold_uncertainty_score":0.2344737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732121353419072,"score_gpt":0.3378905042239841,"score_spread":0.264678368882077,"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."}}