{"id":"W2990284895","doi":"","title":"Use of apps to promote childhood vaccination: a systematic review protocol (Preprint)","year":2019,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Internet privacy; Vaccination; Medicine; Computer science; World Wide Web; Alternative medicine; Virology","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":[0.08143608,0.004158846,0.0119375,0.01287628,0.003859893,0.005593998,0.003003122,0.006364726,0.0842919],"category_scores_gemma":[0.1641661,0.005643468,0.0139687,0.01020914,0.003381242,0.005292117,0.004808794,0.008283055,0.01179767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009732841,"about_ca_system_score_gemma":0.04669193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007866849,"about_ca_topic_score_gemma":0.02006329,"domain_scores_codex":[0.942781,0.02602299,0.02153333,0.002437839,0.005303972,0.001920902],"domain_scores_gemma":[0.9225968,0.04046487,0.01617217,0.005552592,0.01293923,0.002274224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0107098,0.0003597676,0.000742013,0.8869515,0.003718263,0.0002328113,0.00207755,0.000455317,0.001191142,0.00222416,0.03429096,0.05704675],"study_design_scores_gemma":[0.1017522,0.003496099,0.01024546,0.6906811,0.02251933,0.0003174033,0.002519287,0.001071969,0.002475903,0.00665845,0.1576729,0.000589944],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007954577,0.004464201,0.002004407,0.000685942,0.0005298578,0.982852,0.007459554,0.0002467355,0.0009617598],"genre_scores_gemma":[0.001074244,0.001532046,0.003074502,0.0002169511,0.00003829828,0.9932882,0.0003246595,0.00001574676,0.000435308],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0842919,"threshold_uncertainty_score":0.4306803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3802905598652437,"score_gpt":0.5963243400264538,"score_spread":0.2160337801612101,"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."}}