{"id":"W4391818178","doi":"10.2196/49574","title":"Development and Implementation of an eHealth Oncohematonootric Program: Descriptive, Observational, Prospective Cohort Pilot Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Observational study; Descriptive research; Medicine; Cohort study; Prospective cohort study; Cohort; Internal medicine; Health care; Sociology; Political science","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":[0.003673167,0.000526447,0.0007953547,0.001321127,0.001651043,0.001146553,0.0006770674,0.000898006,0.002103933],"category_scores_gemma":[0.005418153,0.0007631188,0.0009213392,0.001104466,0.0007549497,0.001269121,0.001071827,0.00126016,0.0006492315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308406,"about_ca_system_score_gemma":0.003228173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007343386,"about_ca_topic_score_gemma":0.009655263,"domain_scores_codex":[0.9978647,0.0006921481,0.0003049862,0.0003178764,0.0003830382,0.0004373228],"domain_scores_gemma":[0.9958963,0.0008352898,0.001205011,0.0003820455,0.0008064547,0.0008748509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002160042,0.01696444,0.9604685,0.0002859741,0.0001262057,0.000643355,0.00591934,0.00008610281,0.0007283054,0.00007030153,0.0006684667,0.01187889],"study_design_scores_gemma":[0.0008980436,0.03540187,0.944533,0.0001376877,0.0001623933,0.0005577787,0.01543779,0.0004268765,0.0005784911,0.00006668206,0.001738738,0.0000606735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973079,0.00007016428,0.0001860136,0.00003224761,0.000008357835,0.001791339,0.0002975869,0.000005980412,0.0003004382],"genre_scores_gemma":[0.9927395,0.0001847288,0.0009228293,0.0002543352,0.00002907577,0.004759667,0.0005696393,0.000007239471,0.0005330558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007343386,"threshold_uncertainty_score":0.01942581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.286837478181161,"score_gpt":0.5938700498856774,"score_spread":0.3070325717045164,"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."}}