{"id":"W4406562658","doi":"10.1016/j.bjorlp.2020.07.006","title":"10.1016/j.bjorlp.2020.07.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Laryngectomy; Medicine; Surgery; Larynx","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007349212,0.001067661,0.0006690838,0.001948215,0.001023481,0.002023876,0.001124649,0.003976615,0.9479552],"category_scores_gemma":[0.001279344,0.0004765636,0.0006930953,0.001163594,0.0006700679,0.002030274,0.001251798,0.001352207,0.9465981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008716729,"about_ca_system_score_gemma":0.00114516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004545935,"about_ca_topic_score_gemma":0.005484482,"domain_scores_codex":[0.9997041,0.00002692882,0.00002490425,0.00005398174,0.00007455884,0.0001154641],"domain_scores_gemma":[0.9988992,0.0001910384,0.00008343423,0.00004668691,0.000186571,0.0005929747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003015295,0.0003262699,0.004121374,0.0004037836,0.00002415522,0.0002684544,0.00003661321,0.0001863431,0.0003786441,0.002087213,0.4925586,0.4993069],"study_design_scores_gemma":[0.00008545342,0.0001285902,0.005132805,0.0007704951,0.00002702346,0.001609882,0.0001247453,0.0001981294,0.0002576725,0.001454041,0.9901888,0.00002230568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001942316,0.003859948,0.0003418554,0.003854901,0.001205576,0.00005803684,0.002779124,0.0005165716,0.9854417],"genre_scores_gemma":[0.00358517,0.001610316,0.000571016,0.00115667,0.0004375245,0.0000475501,0.001719777,0.0001243439,0.9907478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05204481,"threshold_uncertainty_score":0.07423562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009199087405660574,"score_gpt":0.2230418382342234,"score_spread":0.2138427508285628,"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."}}