{"id":"W4389045976","doi":"10.1001/jamainternmed.2023.6038","title":"The Hockey Stick","year":2023,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intervention (counseling); Family medicine; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008602437,0.0001366054,0.0002538202,0.0001810542,0.0001712999,0.00001699312,0.0001592625,0.00005295514,0.0005283243],"category_scores_gemma":[0.001870648,0.00007253203,0.0000503964,0.0005031887,0.0001757968,0.00006356645,0.00005593347,0.0003434551,0.0005653639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007144716,"about_ca_system_score_gemma":0.0000691468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005285986,"about_ca_topic_score_gemma":0.00006516762,"domain_scores_codex":[0.9982383,0.00004534733,0.0005019317,0.000198247,0.0006030424,0.0004130949],"domain_scores_gemma":[0.9984694,0.0006863796,0.0001268404,0.0003050527,0.000157931,0.0002543831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003602008,0.00001969744,0.03294348,0.00008486909,0.00008118869,0.0002550489,0.0008547855,5.323878e-7,0.001168797,0.001302122,0.7194822,0.2434471],"study_design_scores_gemma":[0.004255701,0.001476302,0.3084308,0.0003870929,0.0000898137,0.000255518,0.002432821,0.0004630645,0.0005132455,0.0008855611,0.6807275,0.0000825554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6875657,0.0006122649,0.00064071,0.2856615,0.002410725,0.000658952,0.000006659993,0.0003941347,0.02204935],"genre_scores_gemma":[0.970784,0.0007351548,0.00008884272,0.01092289,0.003319027,0.00005416948,0.00007421112,0.00002938618,0.01399228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2832184,"threshold_uncertainty_score":0.7266798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173489777476131,"score_gpt":0.3834212869421368,"score_spread":0.3416863891673755,"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."}}