{"id":"W4388916535","doi":"10.2196/51604","title":"Engaging Cancer Care Physicians in Off-Label Drug Clinical Trials: Human-Centered Design Approach","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Emory University","keywords":"Drug; Cancer; Medicine; Clinical trial; Cancer drugs; Intensive care medicine; Pharmacology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2111772,0.001570065,0.001132762,0.003707142,0.005311863,0.006986863,0.003893789,0.002970316,0.00684975],"category_scores_gemma":[0.1201308,0.00135494,0.001637108,0.002105415,0.01083685,0.003909082,0.008020431,0.004016257,0.001118643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00882432,"about_ca_system_score_gemma":0.02723416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084331,"about_ca_topic_score_gemma":0.004469642,"domain_scores_codex":[0.6838437,0.2977098,0.004358426,0.005429055,0.006484054,0.002174999],"domain_scores_gemma":[0.7356679,0.2312239,0.006212983,0.01157735,0.0102624,0.005055496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002406714,0.005329451,0.009749116,0.021989,0.0006555635,0.0008548424,0.3942499,0.01039323,0.007620069,0.1010234,0.01371228,0.4320165],"study_design_scores_gemma":[0.01273027,0.01434463,0.01233966,0.02058571,0.001171607,0.00123631,0.2491734,0.02848657,0.01485772,0.2471512,0.3973742,0.0005487843],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08441943,0.003490377,0.737717,0.01245592,0.001002846,0.1285862,0.0005020245,0.0007190844,0.03110698],"genre_scores_gemma":[0.208884,0.0011003,0.6854647,0.003332647,0.0001313288,0.09867274,0.0001202291,0.0001000923,0.002193891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2111772,"threshold_uncertainty_score":0.9727589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7620694893574484,"score_gpt":0.6744522764429295,"score_spread":0.08761721291451896,"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."}}