{"id":"W2803853169","doi":"10.2196/10295","title":"Three-Dimensional Portable Document Format (3D PDF) in Clinical Communication and Biomedical Sciences: Systematic Review of Applications, Tools, and Protocols","year":2018,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Scope (computer science); Data science; The Internet; Systematic review; Visualization; Scientific literature; World Wide Web; MEDLINE; Information retrieval; Data mining","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":[0.05209151,0.001833702,0.007030662,0.02891103,0.001545102,0.004620798,0.00406521,0.003103966,0.00755963],"category_scores_gemma":[0.2231994,0.001468076,0.007479161,0.03212839,0.00258748,0.007384568,0.00420234,0.002456083,0.001043728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007737152,"about_ca_system_score_gemma":0.0448905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00820464,"about_ca_topic_score_gemma":0.01958382,"domain_scores_codex":[0.9428275,0.02251822,0.02144581,0.002354827,0.01013049,0.0007230608],"domain_scores_gemma":[0.7027596,0.2333356,0.03668,0.004762007,0.02102624,0.001436647],"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":[0.00008249564,0.00001629601,0.000494765,0.9461502,0.001137148,0.00005365284,0.0002988539,0.00006432289,0.00007190232,0.000416312,0.002651391,0.0485627],"study_design_scores_gemma":[0.00007571979,0.00007349331,0.001273225,0.9733777,0.006720698,0.0001855799,0.0003099346,0.00005539271,0.0001078674,0.0003531331,0.01743585,0.00003144947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005346674,0.9956279,0.0005823609,0.0006428289,0.0002501833,0.00113815,0.000733013,0.00001988435,0.0004709803],"genre_scores_gemma":[0.006482937,0.9852651,0.002657301,0.0007088767,0.0001111249,0.004000355,0.0006199571,0.00001824511,0.000136071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05209151,"threshold_uncertainty_score":0.2754895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143063731285329,"score_gpt":0.4004115914000088,"score_spread":0.3489809540871555,"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."}}