{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01243851,0.0003403639,0.0009244182,0.001160153,0.005300402,0.01379655,0.001684552,0.0043124,0.04431857],"category_scores_gemma":[0.09164637,0.0005009794,0.0009136813,0.001517303,0.004678935,0.01403926,0.01145299,0.004405859,0.006509405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256923,"about_ca_system_score_gemma":0.006723091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552464,"about_ca_topic_score_gemma":0.0040331,"domain_scores_codex":[0.9739318,0.01791868,0.001587339,0.001584157,0.002656922,0.002321123],"domain_scores_gemma":[0.9234529,0.04307602,0.0116397,0.004289935,0.003461039,0.01408038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002266396,0.001382026,0.0738429,0.003692088,0.0004300159,0.01069225,0.04546031,0.0005592484,0.002198027,0.0803889,0.3236798,0.4554081],"study_design_scores_gemma":[0.0005230837,0.001702773,0.04056754,0.005992267,0.0003092745,0.01170046,0.1138372,0.0007651749,0.001265355,0.160939,0.6621024,0.00029547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2080854,0.0181825,0.01031962,0.4261345,0.005757849,0.0005944045,0.001756759,0.0004829392,0.3286859],"genre_scores_gemma":[0.8841065,0.008945961,0.00744418,0.07735334,0.003547571,0.000881648,0.0007082735,0.0001638119,0.01684887],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04431857,"threshold_uncertainty_score":0.1482604,"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."}}