{"id":"W1773373689","doi":"10.3747/co.22.2532","title":"Patient Preferences for Timing and Access to Radiation Therapy","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; BC Cancer Agency","funders":"Canadian Association of Radiation Oncology","keywords":"Medicine; Referral; Preference; Family medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001314455,0.0001117298,0.0001499666,0.0002557427,0.0002487632,0.0006005833,0.0001303314,0.0003915624,0.006731665],"category_scores_gemma":[0.006936135,0.00006679565,0.0003514053,0.0003619179,0.000208892,0.0003373224,0.000251792,0.0003929446,0.0005147748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230488,"about_ca_system_score_gemma":0.0002934285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019076,"about_ca_topic_score_gemma":0.001591113,"domain_scores_codex":[0.9989429,0.0006089645,0.0001127679,0.00006887175,0.0001666033,0.00009994525],"domain_scores_gemma":[0.9954906,0.002171374,0.001585849,0.00008919094,0.0002142242,0.000448869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115273,0.0001765332,0.9613235,0.0001346989,0.000112845,0.0003410961,0.001175479,0.0004693472,0.001012549,0.0001843063,0.001563979,0.03235302],"study_design_scores_gemma":[0.0001295872,0.002018301,0.9780844,0.0001281801,0.0001260421,0.004575985,0.004251257,0.001643742,0.0009147721,0.0004518339,0.007620608,0.00005530441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953496,0.0005567134,0.0002529015,0.0005423266,0.00001440002,0.00001758879,0.0002279808,0.000007279552,0.003031272],"genre_scores_gemma":[0.9992275,0.0001157583,0.0002183079,0.0001354396,0.000008958993,0.00000877367,0.00007743885,0.000001710369,0.0002061142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006731665,"threshold_uncertainty_score":0.02251965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2678270871619277,"score_gpt":0.5304330674645688,"score_spread":0.262605980302641,"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."}}