{"id":"W4388981220","doi":"10.2196/53132","title":"Integrated Immunization Information System in Indonesia: Prototype Design Using Quantitative and Qualitative Data","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Indonesia","keywords":"Usability; Schedule; Data collection; Qualitative property; Computer science; Quality (philosophy); Fidelity; Qualitative research; Information system; Process management; Engineering; Human–computer interaction","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":[0.03355781,0.0005995115,0.0006161639,0.001500652,0.001294087,0.001988377,0.001500088,0.0008239065,0.003083034],"category_scores_gemma":[0.02800478,0.0006110822,0.0006907452,0.001419394,0.001641916,0.002399268,0.001780003,0.0007337774,0.0003519912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003966795,"about_ca_system_score_gemma":0.00555478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437752,"about_ca_topic_score_gemma":0.00286583,"domain_scores_codex":[0.9839312,0.01210323,0.001171077,0.0007973784,0.001476607,0.0005205467],"domain_scores_gemma":[0.9729327,0.01788178,0.001384792,0.001378355,0.005859736,0.00056258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002133578,0.01264617,0.05430498,0.01217964,0.0002296479,0.002065233,0.2625,0.01072201,0.03454175,0.01173751,0.005796735,0.5911427],"study_design_scores_gemma":[0.005128494,0.05756696,0.1754873,0.007432556,0.001661966,0.002465799,0.4821203,0.06872621,0.08306374,0.01544201,0.1000789,0.0008257983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8645607,0.0003805481,0.0876288,0.0007656401,0.00008097927,0.03657835,0.0009012811,0.0003150829,0.008788683],"genre_scores_gemma":[0.6035329,0.0004946149,0.3586935,0.0002863226,0.00001667503,0.03451173,0.0004676569,0.00005877151,0.001937701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03355781,"threshold_uncertainty_score":0.1774728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3298837919759817,"score_gpt":0.5172435610868285,"score_spread":0.1873597691108468,"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."}}