{"id":"W2575177401","doi":"10.2196/resprot.6886","title":"Assessing the Efficacy of an App-Based Method of Family Planning: The Dot Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Computer science; Medicine; Psychology; Alternative medicine","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":[0.03371213,0.00306593,0.004244456,0.002240326,0.003678736,0.002507094,0.002633933,0.00474151,0.0458721],"category_scores_gemma":[0.02670344,0.002392028,0.003525013,0.001614655,0.002330569,0.003117882,0.002562386,0.007110392,0.01307082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866262,"about_ca_system_score_gemma":0.01937926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243117,"about_ca_topic_score_gemma":0.005971068,"domain_scores_codex":[0.9839441,0.009088923,0.002967766,0.001241714,0.001533555,0.001224047],"domain_scores_gemma":[0.9812718,0.005469718,0.003602011,0.002042901,0.005363205,0.002250414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3857664,0.09146628,0.02533478,0.05585475,0.002009921,0.00125569,0.01047323,0.004743821,0.004022316,0.0129678,0.09083832,0.3152668],"study_design_scores_gemma":[0.3319283,0.1610151,0.09576442,0.02828646,0.002660521,0.0008026576,0.006370203,0.006296108,0.005270224,0.01485176,0.3459163,0.0008378513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004328069,0.0002181092,0.001168112,0.000226837,0.0001093834,0.9904061,0.001657455,0.0000436185,0.001842364],"genre_scores_gemma":[0.002345709,0.00009591528,0.001557715,0.0001191541,0.0000211644,0.9953763,0.0002034873,0.00000340559,0.0002771048],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0458721,"threshold_uncertainty_score":0.1782889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6334391795389492,"score_gpt":0.7567934183240218,"score_spread":0.1233542387850726,"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."}}