{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005979565,0.0003859797,0.0004030404,0.0007280872,0.0006975898,0.0006449091,0.0005861304,0.000772001,0.005786539],"category_scores_gemma":[0.008734276,0.0002845123,0.0006462433,0.0004067667,0.0005705685,0.001123753,0.001185826,0.0006629384,0.0006162599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251387,"about_ca_system_score_gemma":0.00186161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088201,"about_ca_topic_score_gemma":0.001514557,"domain_scores_codex":[0.997225,0.001962333,0.0001664131,0.0001176553,0.0002247922,0.0003038066],"domain_scores_gemma":[0.9931889,0.00433551,0.0005070765,0.0002681067,0.0006222045,0.001078305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02909385,0.2041699,0.4515095,0.004352966,0.0003448259,0.004023262,0.03113599,0.001109359,0.01215769,0.000552413,0.0035109,0.2580394],"study_design_scores_gemma":[0.0173546,0.4966812,0.4298722,0.0005788472,0.000555317,0.004133126,0.0294498,0.003478979,0.007388166,0.0003235474,0.009941465,0.00024275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968486,0.00005462315,0.0003193132,0.0001177516,0.000005871802,0.001957545,0.0001109091,0.00001355184,0.0005718534],"genre_scores_gemma":[0.9907275,0.0002038463,0.003566462,0.0002327966,0.00003232275,0.004663943,0.0002044615,0.000005414981,0.0003631152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979565,"threshold_uncertainty_score":0.03162336,"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."}}