{"id":"W4386915319","doi":"10.2196/preprints.52921","title":"Successful Electronic Consultation Service Initiative in Quebec, Canada With Primary Care Physicians’ and Specialists’ Experiences on Acceptance and Use of Technological Innovation: Cross-Sectional Exploratory Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Service (business); Primary care; Family medicine; Medicine; Telemedicine; Technology acceptance model; Unified theory of acceptance and use of technology; Preprint; Nursing; Business; Psychology; Health care; Political science; Marketing; World Wide Web; Usability; Computer science; Expectancy theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002752438,0.0003333833,0.0004407737,0.0009636392,0.006699549,0.00284742,0.001380802,0.0006557532,0.003395158],"category_scores_gemma":[0.006484662,0.0004103954,0.0005473859,0.003096298,0.002073853,0.001124692,0.001460269,0.001169521,0.0002147366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04919475,"about_ca_system_score_gemma":0.06811491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879224,"about_ca_topic_score_gemma":0.9938508,"domain_scores_codex":[0.9976832,0.0004166634,0.0001182044,0.0002600241,0.0005976435,0.0009243194],"domain_scores_gemma":[0.9907786,0.002015427,0.001479792,0.0001636174,0.003186056,0.002376633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008778378,0.0004759769,0.9113962,0.0001311589,0.00003465229,0.0003857955,0.07288648,0.00009351042,0.0002958183,0.0003180756,0.002863236,0.01103117],"study_design_scores_gemma":[0.00001418095,0.0001371691,0.8960587,0.00009344186,0.00001603214,0.00006628055,0.1009169,0.0003188381,0.00008694601,0.0000220847,0.002243728,0.00002560497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970744,0.0001481392,0.00005682262,0.0004943172,0.000008112547,0.0001119989,0.0004577891,0.000004444173,0.001643982],"genre_scores_gemma":[0.998072,0.0001342366,0.000162054,0.0003298955,0.000004903577,0.00007061445,0.0002224194,0.000002836049,0.001001107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9508052,"threshold_uncertainty_score":0.3569345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979655205592956,"score_gpt":0.2844927053974423,"score_spread":0.2346961533415127,"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."}}