{"id":"W3000466407","doi":"10.29173/hsi22","title":"View of the Future and Making Big Bets: The Missing Piece of the “Puzzle” of Healthcare Innovation?","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Big data; Business; Data science; Computer science; Economics; Data mining; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008751868,0.00045531,0.001083893,0.001176809,0.001653521,0.008141788,0.001839481,0.005949515,0.0122035],"category_scores_gemma":[0.03616511,0.0002848705,0.0004760721,0.001353495,0.01502367,0.02325545,0.002123551,0.009784953,0.001017434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800639,"about_ca_system_score_gemma":0.003866174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937256,"about_ca_topic_score_gemma":0.003768239,"domain_scores_codex":[0.9970852,0.001571177,0.00006844928,0.0003164338,0.0006444929,0.0003143629],"domain_scores_gemma":[0.9777682,0.01560314,0.001398173,0.001324192,0.001777493,0.002128739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000164018,0.0001099936,0.00319381,0.0001683593,0.00007133609,0.0001227175,0.001188472,0.002631244,0.0002171098,0.9159598,0.03791671,0.03825655],"study_design_scores_gemma":[0.00001045192,0.00000871778,0.0005997245,0.00008029438,0.000009776103,0.00002771327,0.0007027577,0.00163578,0.00005720311,0.9860455,0.01081031,0.00001176291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03113767,0.01717678,0.02041714,0.8754472,0.001515975,0.00001665409,0.0003554736,0.00006726453,0.05386589],"genre_scores_gemma":[0.9425919,0.01178107,0.003764335,0.03331132,0.003739306,0.00003541785,0.0001126345,0.00006919898,0.00459485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0122035,"threshold_uncertainty_score":0.04628485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124538720392537,"score_gpt":0.3566660401194077,"score_spread":0.2321273197268707,"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."}}