{"id":"W4394910440","doi":"10.1371/journal.pone.0302156","title":"From code to care: Clinician and researcher perspectives on an optimal therapeutic web portal for acute myeloid leukemia","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Génome Québec","keywords":"Medicine; Credibility; Qualitative research; Computer science; Internet privacy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.06824889,0.0007423352,0.0008750049,0.001773011,0.02444534,0.01763483,0.003627213,0.01038583,0.005009502],"category_scores_gemma":[0.1437529,0.001094233,0.0009569487,0.002411799,0.02245626,0.01507193,0.01729555,0.01221153,0.00116977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01525323,"about_ca_system_score_gemma":0.04085244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555782,"about_ca_topic_score_gemma":0.01925849,"domain_scores_codex":[0.855508,0.1275149,0.003150024,0.002574633,0.00506615,0.006186342],"domain_scores_gemma":[0.8404318,0.1116437,0.007262773,0.002749,0.01706583,0.02084693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004828489,0.0000417898,0.001722954,0.0003067227,0.000009186289,0.002425845,0.9742411,0.00007011267,0.0003924271,0.00581965,0.006800761,0.008121099],"study_design_scores_gemma":[0.00001289161,0.00005533971,0.0002232376,0.0004471827,0.000009898697,0.0009844505,0.9603345,0.0001687237,0.0001931314,0.002186693,0.03535245,0.00003150093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4433883,0.005466319,0.02170792,0.4884455,0.002483592,0.0007742463,0.0002561828,0.0003010856,0.03717683],"genre_scores_gemma":[0.9376606,0.003514344,0.0134672,0.04036831,0.0002759914,0.0004281084,0.00008521519,0.0001604915,0.004039756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06824889,"threshold_uncertainty_score":0.360939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08262552089877455,"score_gpt":0.3811850324185259,"score_spread":0.2985595115197513,"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."}}