{"id":"W4414171361","doi":"10.2196/79031","title":"When Limited Clinical Time With Patients Meets Unlimited Online Information","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Documentation; Set (abstract data type); Foundation (evidence); Health care; Primary care; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.00007353554,0.0001282665,0.0002879715,0.0001325442,0.00006165754,0.000007657278,0.0000642007,0.00001792788,0.0006137225],"category_scores_gemma":[0.00005950455,0.00008568852,0.00005162807,0.0002198312,0.00008586001,0.000139705,0.00006308596,0.000164891,0.0000251466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007996328,"about_ca_system_score_gemma":0.00008787428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008418944,"about_ca_topic_score_gemma":0.00006201406,"domain_scores_codex":[0.9990723,0.00002810099,0.0003671986,0.0001453265,0.0002297246,0.0001573709],"domain_scores_gemma":[0.9992998,0.00008527229,0.0001061373,0.0001618745,0.000281557,0.00006532753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009272351,0.0004050165,0.832858,0.0000797402,0.0004214885,0.000004120013,0.0003956443,0.00001001921,0.000007171564,0.00005283135,0.06312843,0.1017103],"study_design_scores_gemma":[0.004658026,0.000695932,0.6063185,0.0003810485,0.0001052801,4.756927e-7,0.0001159899,0.0004705712,0.00002296552,0.00001821517,0.3871388,0.00007424725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845811,0.0001274907,0.0001602921,0.007594096,0.0003177965,0.0007871091,0.0001102762,0.0000646007,0.006257237],"genre_scores_gemma":[0.9861882,0.0001741377,0.0006606487,0.008024312,0.0003998076,0.0001464653,0.0007846652,0.00001005682,0.003611652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3240104,"threshold_uncertainty_score":0.6719831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012696761418613,"score_gpt":0.3882124895372933,"score_spread":0.3580855219231071,"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."}}