{"id":"W2920656486","doi":"10.1634/theoncologist.2018-0808","title":"Referrals to a Phase I Clinic and Trial Enrollment in the Molecular Screening Era","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"European Society for Medical Oncology; National Cancer Centre of Singapore; Princess Margaret Cancer Foundation","keywords":"Phase (matter); Family medicine; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007318364,0.00009488256,0.0001302046,0.00001824764,0.00004909423,0.00003961769,0.0002572516,0.00007266342,0.00002641933],"category_scores_gemma":[0.0001828169,0.00005763991,0.0000500816,0.00006519144,0.00005750889,0.000001191273,0.0001505963,0.0001106351,0.0000245289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823176,"about_ca_system_score_gemma":0.0000706307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008398695,"about_ca_topic_score_gemma":0.0001318423,"domain_scores_codex":[0.9992208,0.0001152947,0.0001835296,0.0002210573,0.00008477561,0.0001745362],"domain_scores_gemma":[0.9993972,0.0001124509,0.00005735301,0.0003776399,0.0000173746,0.00003802231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07956962,0.002155673,0.004388059,0.0000503111,0.0003111451,0.0001273323,0.002325823,0.00223302,0.7420337,0.004688003,0.0569797,0.1051377],"study_design_scores_gemma":[0.09478772,0.01954996,0.006084196,0.00004698072,0.0001156357,0.00003955033,0.001818132,0.0002141381,0.025583,0.0009900713,0.8500391,0.0007315062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916586,0.0006176694,0.0002317355,0.002945463,0.0001683246,0.0008476335,0.00001319793,0.000003221662,0.003514182],"genre_scores_gemma":[0.9935958,0.0001950582,0.0003167499,0.00528274,0.000185211,0.0000834098,0.00001832369,0.000009099633,0.0003135501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7930594,"threshold_uncertainty_score":0.2350487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733968357720229,"score_gpt":0.3652438090691786,"score_spread":0.3279041254919763,"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."}}