{"id":"W2742610335","doi":"10.2196/cancer.7443","title":"Supporting Lung Cancer Patients With an Interactive Patient Portal: Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KWF Kankerbestrijding","keywords":"Lung cancer; Medicine; Cancer; Patient portal; Lung; Computer science; Oncology; Internal medicine; Health care; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007398682,0.0003037507,0.0005449734,0.00007099877,0.002023904,0.00004582912,0.0004298105,0.0001581923,0.001501296],"category_scores_gemma":[0.0001547971,0.0002292597,0.00005303902,0.00009625906,0.00006438958,0.0007278498,0.000185113,0.001039844,0.00002625746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112736,"about_ca_system_score_gemma":0.002113122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0289361,"about_ca_topic_score_gemma":0.09233418,"domain_scores_codex":[0.9958013,0.0006825621,0.0009660122,0.0007617933,0.0005729832,0.001215373],"domain_scores_gemma":[0.995589,0.0001249892,0.001967745,0.001232025,0.0006977805,0.0003885288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005279029,0.000768005,0.9730376,0.0002895969,0.00008541509,0.000008190018,0.0153374,0.000004379976,0.000005278723,0.000006743649,0.002926394,0.007003088],"study_design_scores_gemma":[0.002641174,0.001273839,0.986425,0.00058168,0.00004280935,2.558529e-7,0.004772746,0.0001684263,0.000008560796,0.00001076545,0.003781897,0.0002928513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851963,0.0001084083,0.00000665139,0.0003386773,0.002036277,0.009150971,0.0001333294,0.0001203275,0.002909084],"genre_scores_gemma":[0.9902245,0.000009721479,0.00001942443,0.0005390549,0.0004992759,0.007532113,0.00002176192,0.00007714602,0.001077049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06339809,"threshold_uncertainty_score":0.9994115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06109081564855457,"score_gpt":0.5410440291950571,"score_spread":0.4799532135465026,"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."}}