{"id":"W2224741384","doi":"10.1200/jco.2001.19.5.1326","title":"Phase I Study of a Decision Aid for Patients With Locally Advanced Non–Small-Cell Lung Cancer","year":2001,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Preference; Radiation therapy; Lung cancer; Cancer; Internal medicine; Oncology; Family 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":[0.0020495,0.0001804312,0.001477359,0.0001748811,0.0002904613,0.000002887639,0.0006580306,0.0004204104,0.0001055087],"category_scores_gemma":[0.004035427,0.0001257296,0.0002108948,0.0002746724,0.00009147506,0.0001864732,0.0001791185,0.00154555,0.000005271386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743253,"about_ca_system_score_gemma":0.004040255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303938,"about_ca_topic_score_gemma":0.001107724,"domain_scores_codex":[0.9922025,0.00163338,0.004983992,0.0002615707,0.0004980463,0.0004205669],"domain_scores_gemma":[0.976933,0.01214147,0.00639197,0.0005863584,0.003529032,0.0004181702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02900315,0.0158223,0.8186457,0.0001646536,0.0001295613,0.00001660047,0.002920267,0.0002138574,0.000005121451,0.000006328477,0.0016199,0.1314526],"study_design_scores_gemma":[0.343689,0.2070545,0.3356204,0.002300647,0.0007905221,0.000005954954,0.01894057,0.002434573,0.000008444972,0.0003484841,0.08836581,0.0004410037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898626,0.0006262203,0.002491649,0.001224612,0.002065182,0.00333268,0.00001984617,0.00001042666,0.0003667462],"genre_scores_gemma":[0.9764831,0.0005606357,0.02073728,0.001465485,0.0003438371,0.0002641301,0.000005188353,0.00003471131,0.0001056261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4830252,"threshold_uncertainty_score":0.7167239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3072565680318107,"score_gpt":0.5979759990446498,"score_spread":0.2907194310128391,"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."}}