{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005177509,0.0001443369,0.0002701995,0.00081527,0.0008808954,0.001286293,0.0007201899,0.0007594509,0.004214647],"category_scores_gemma":[0.02239834,0.0001930811,0.0004007591,0.001451108,0.000612369,0.0009412644,0.0009018488,0.001356903,0.000382732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965845,"about_ca_system_score_gemma":0.002712717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003807531,"about_ca_topic_score_gemma":0.005654198,"domain_scores_codex":[0.9947289,0.002306172,0.0005227243,0.0008479382,0.0009106354,0.000683713],"domain_scores_gemma":[0.9505972,0.01242133,0.02743033,0.0007595082,0.001664803,0.00712681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005715883,0.0002389588,0.987442,0.00004328946,0.00002736233,0.0002136922,0.0001927128,0.000117813,0.0003314417,0.0001038621,0.001479635,0.009237694],"study_design_scores_gemma":[0.00007563839,0.0007432422,0.9950629,0.0000709161,0.0000479997,0.0008155141,0.0005351612,0.0005358521,0.0003907458,0.0001238361,0.001584757,0.00001340591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917883,0.001515267,0.0004655411,0.002622031,0.00004262472,0.0001521819,0.0005781302,0.00004412405,0.002791761],"genre_scores_gemma":[0.9984479,0.0002631641,0.0002480127,0.0004831948,0.00005588938,0.00007272435,0.0002090473,0.00000811947,0.0002118749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005177509,"threshold_uncertainty_score":0.02738166,"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."}}